{
  "total": 466,
  "source": "d1",
  "tracking_since": "2026-10-25T12:38:37.716Z",
  "source_rechecks": {
    "rows": 332,
    "series": 250,
    "last_checked_at": "2026-10-25T13:38:37.000Z",
    "latest_result_counts": {
      "confirmed": 240,
      "unreachable": 5,
      "needs_review": 4,
      "changed": 1
    },
    "method": "Each source URL is fetched and the recorded numbers are looked for in the page (PDFs via pdftotext); anything not confirmed is reviewed by a human. Log: /downloads/price_rechecks.jsonl"
  },
  "observations": [
    {
      "id": "po_20261025_00967bde081c",
      "series_key": "ps_29405d98ff2027db",
      "kind": "benchmark",
      "use_case_id": "wind-turbine-blade-inspection",
      "use_case_ids": [
        "wind-turbine-blade-inspection"
      ],
      "provider_id": null,
      "description": "Standard visual drone blade inspection",
      "low": 300,
      "high": 600,
      "currency": "USD",
      "unit": "per turbine",
      "region": "US",
      "source_url": "https://www.skyvisor.ai/wind-turbine-inspection-costs-roi/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:00967bde081c337c8bee5b8d95d70fa6ad9341ef14551fae703711b67516bd92",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 300,
        "high": 600,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_00fe7320682b",
      "series_key": "ps_f5edf4df2ee87a4f",
      "kind": "benchmark",
      "use_case_id": "sewer-pipe-inspection",
      "use_case_ids": [
        "sewer-pipe-inspection"
      ],
      "provider_id": null,
      "description": "Residential sewer line camera inspection, basic service",
      "low": 120,
      "high": 400,
      "currency": "USD",
      "unit": "per inspection",
      "region": "US",
      "source_url": "https://wellbuiltflorida.com/cost-camera-sewer-line/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:00fe7320682b34bc8743e12054c147dbf7711412806d556f4f42141e1f5cb078",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 120,
        "high": 400,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_0311b9bcd945",
      "series_key": "ps_ad3d402016bb320a",
      "kind": "provider_published",
      "use_case_id": "crop-spraying-drone",
      "use_case_ids": [
        "crop-spraying-drone"
      ],
      "provider_id": "agritronics",
      "description": "15 L agricultural spray drone purchase",
      "low": 1650000,
      "high": 1650000,
      "currency": "PKR",
      "unit": "per unit",
      "region": "",
      "source_url": "https://agritronics.pk/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:0311b9bcd945edd88e4f834774f594a3bca50d5e6fea6388e043b794336e51f3",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 5961,
        "high": 5961,
        "fx": {
          "pair": "PKR/USD",
          "rate": 0.00361244,
          "pkr_per_usd": 276.820884,
          "rate_date": "2026-10-23",
          "source": "ExchangeRate-API open access (fallback for currencies the ECB does not publish)",
          "source_url": "https://open.er-api.com/v6/latest/USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_034a07688d15",
      "series_key": "ps_656658a801777a7d",
      "kind": "benchmark",
      "use_case_id": "drone-light-show",
      "use_case_ids": [
        "drone-light-show"
      ],
      "provider_id": null,
      "description": "Average show cost (~396 drones, ~$330/drone) per SPH Engineering market analysis",
      "low": 91700,
      "high": 91700,
      "currency": "USD",
      "unit": "per show",
      "region": "IN",
      "source_url": "https://www.cyberdrone.com/pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:034a07688d15e390cf5c5bb8f3d2a90b61ba816189cf90d952dcb2ff544c35a3",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 91700,
        "high": 91700,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_035419f91145",
      "series_key": "ps_41567dd4e47dcd73",
      "kind": "benchmark",
      "use_case_id": "cobot-machine-tending",
      "use_case_ids": [
        "cobot-machine-tending"
      ],
      "provider_id": null,
      "description": "Buy: Universal Robots UR5e cobot arm (US distributor listing)",
      "low": 39083.16,
      "high": 43544.43,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://automationdistribution.com/universal-robots-ur5e-collaborative-robot",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:035419f9114588d2d2950d1c7a91ecf8af0b9708507c6230a9baaa9671236758",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 39083,
        "high": 43544,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_053fb9a735bb",
      "series_key": "ps_144fe86fd85e047d",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "commercial-floor-scrubbing",
        "restaurant-serving-robot",
        "stem-education-robots",
        "humanoid-robot-rental"
      ],
      "provider_id": "robotlab",
      "description": "Gausium cleaning robots via RaaS (36-month terms)",
      "low": 829,
      "high": 2669,
      "currency": "USD",
      "unit": "per month",
      "region": "",
      "source_url": "https://www.robotlab.com/manufacturers/gausium/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:053fb9a735bbd74477714757f424dfa5eb55d902797670fd73aca8e5f2acc02d",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 829,
        "high": 2669,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_055e76651814",
      "series_key": "ps_9780f76dce9384d6",
      "kind": "benchmark",
      "use_case_id": "commercial-vacuuming",
      "use_case_ids": [
        "commercial-vacuuming"
      ],
      "provider_id": null,
      "description": "Buy: SoftBank Whiz commercial vacuum robot (RobotLAB)",
      "low": 25000,
      "high": 25000,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/whiz/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:055e76651814c81014d86fc6f78f2b643492d96095b7d3967c32ab6ce8d31c1b",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 25000,
        "high": 25000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_05713daa71a7",
      "series_key": "ps_e6b1dfb8648cccad",
      "kind": "benchmark",
      "use_case_id": "crop-spraying-drone",
      "use_case_ids": [
        "crop-spraying-drone"
      ],
      "provider_id": null,
      "description": "Drone fumigation in Mexico, application only (chemical extra)",
      "low": 300,
      "high": 800,
      "currency": "MXN",
      "unit": "per hectare",
      "region": "MX",
      "source_url": "https://eavision.com.mx/blog/cuanto-cuesta-fumigar-hectarea-con-dron-mexico/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:05713daa71a780521cff3d09127d0eb032aa14a4dfbbdecf0a67846545b80eb8",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 15.97,
        "high": 42.59,
        "fx": {
          "pair": "MXN/USD",
          "rate": 0.0532416,
          "mxn_per_usd": 18.7823,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_05e7f24ec3c1",
      "series_key": "ps_70d15b2b0824f875",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "event-robot-rental",
        "humanoid-robot-rental"
      ],
      "provider_id": "robotollern",
      "description": "Humanoid robot with operator: 1-2h from €1,500, half day from €2,500, full day from €4,000 (plus VAT)",
      "low": 1500,
      "high": 4000,
      "currency": "EUR",
      "unit": "per appearance",
      "region": "",
      "source_url": "https://robotollern.de/en/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:05e7f24ec3c1748adbd2886847514a481cb1396a370c3c5445448bee13ca7b9b",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 1679,
        "high": 4477,
        "fx": {
          "pair": "EUR/USD",
          "rate": 1.11929,
          "eur_per_usd": 0.89342,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_066062efafee",
      "series_key": "ps_180b47fd607f8260",
      "kind": "benchmark",
      "use_case_id": "hull-cleaning",
      "use_case_ids": [
        "hull-cleaning"
      ],
      "provider_id": null,
      "description": "Robotic hull cleaning for yachts/vessels up to 50 m (Gibraltar)",
      "low": 25,
      "high": 25,
      "currency": "GBP",
      "unit": "per m²",
      "region": "GI",
      "source_url": "https://upandclean.gi/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:066062efafee45930c8281d97a48bf4b78b78e40e2d5e9ff2130accfc7a9878d",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 33.42,
        "high": 33.42,
        "fx": {
          "pair": "GBP/USD",
          "rate": 1.33683,
          "gbp_per_usd": 0.74804,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_06d47c9be9c2",
      "series_key": "ps_6c5bb6f94919eb5c",
      "kind": "benchmark",
      "use_case_id": "robot-dog-rental",
      "use_case_ids": [
        "robot-dog-rental"
      ],
      "provider_id": null,
      "description": "Boston Dynamics Spot rental via roboTED (3-month minimum; ex VAT)",
      "low": 1800,
      "high": 1800,
      "currency": "GBP",
      "unit": "per day",
      "region": "GB",
      "source_url": "https://roboted.io/robots/boston-dynamics-spot",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:06d47c9be9c25480d9ee814630e1b4c9163f4320fb1d7677c08997d37c1c766d",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 2406,
        "high": 2406,
        "fx": {
          "pair": "GBP/USD",
          "rate": 1.33683,
          "gbp_per_usd": 0.74804,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_083eb36c5239",
      "series_key": "ps_2bfe7de04f4d1c96",
      "kind": "benchmark",
      "use_case_id": "robotic-pool-cleaning",
      "use_case_ids": [
        "robotic-pool-cleaning"
      ],
      "provider_id": null,
      "description": "Weekly professional pool service (the alternative a robot replaces for cleaning)",
      "low": 100,
      "high": 150,
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://www.poolrobots.com/pool-maintenance-cost/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:083eb36c5239f62726770651ee2a47f02c788d310ae2805f70b14f887e1ad5de",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 100,
        "high": 150,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_08bf570aaf4b",
      "series_key": "ps_58ae236c9ad1e857",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "crop-spraying-drone",
        "drone-seeding-cover-crops",
        "drone-mapping-orthomosaic"
      ],
      "provider_id": "new-hope-corporation",
      "description": "Drone spraying lowland PHP 1,000/ha (30 ha min); seed spreading PHP 2,000/ha",
      "low": 1000,
      "high": 2000,
      "currency": "PHP",
      "unit": "per hectare",
      "region": "",
      "source_url": "https://newhopecorp.com/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:08bf570aaf4b5fff16824b91b576b47e86f4e90f2ecf20e4d6d9273451d2f2a9",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 15.71,
        "high": 31.43,
        "fx": {
          "pair": "PHP/USD",
          "rate": 0.0157129,
          "php_per_usd": 63.642,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_093c7c2ebea6",
      "series_key": "ps_632bb335f7a5958a",
      "kind": "provider_published",
      "use_case_id": "drone-pilot-training",
      "use_case_ids": [
        "drone-pilot-training"
      ],
      "provider_id": "uav-coach-drone-pilot-ground-school",
      "description": "Drone Pilot Ground School Part 107 course",
      "low": 299,
      "high": 299,
      "currency": "USD",
      "unit": "per person",
      "region": "",
      "source_url": "https://www.dronepilotgroundschool.com/pricing/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:093c7c2ebea6f51a12152b853b8195f22cf771d7702ca624fa566973336a8cdd",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 299,
        "high": 299,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_0a6996d9aa7b",
      "series_key": "ps_d899874701a59893",
      "kind": "benchmark",
      "use_case_id": "humanitarian-demining",
      "use_case_ids": [
        "humanitarian-demining"
      ],
      "provider_id": null,
      "description": "Cost per m2 of land cleared, multi-country study (min-max, average $4.00)",
      "low": 0.4,
      "high": 19.1,
      "currency": "USD",
      "unit": "per square metre",
      "region": "Global",
      "source_url": "https://www.gichd.org/fileadmin/uploads/gichd/Publications/Operational_Efficiency_in_Mine_Action.pdf",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:0a6996d9aa7b05bc6a434d26386c5a22ec46937381e1b872a8652018e52c12bb",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 0.4,
        "high": 19.1,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_0ae5e95bb0ae",
      "series_key": "ps_d01267d55fe6b9c7",
      "kind": "benchmark",
      "use_case_id": "humanoid-robot-rental",
      "use_case_ids": [
        "humanoid-robot-rental"
      ],
      "provider_id": null,
      "description": "Humanoid robot self-service rental (ZMProbots)",
      "low": 299,
      "high": null,
      "currency": "USD",
      "unit": "per day",
      "region": "US",
      "source_url": "https://www.zmprobots.com/robot-rental-for-events/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:0ae5e95bb0aec370a067e7a13767f2db269d9cd23996aa23ee3fdf79db7ec792",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 299,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_0c8013ff3cfe",
      "series_key": "ps_d63696d66ff2bdfc",
      "kind": "benchmark",
      "use_case_id": "crop-spraying-drone",
      "use_case_ids": [
        "crop-spraying-drone"
      ],
      "provider_id": null,
      "description": "Service provider rate per spray drone flown — University of Kentucky Extension AEN-171",
      "low": 150,
      "high": 200,
      "currency": "USD",
      "unit": "per hour",
      "region": "US",
      "source_url": "https://publications.ca.uky.edu/sites/publications.ca.uky.edu/files/AEN171.pdf",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:0c8013ff3cfe8f13bf3985d20c69722b1b772c3ab47b66624b7ab51782a9ed81",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 150,
        "high": 200,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_0d2cb996cd3c",
      "series_key": "ps_b5efca9981cbaacd",
      "kind": "benchmark",
      "use_case_id": "drone-light-show",
      "use_case_ids": [
        "drone-light-show"
      ],
      "provider_id": null,
      "description": "Average show cost (~401 drones, ~$316/drone) per SPH Engineering market analysis",
      "low": 112300,
      "high": 112300,
      "currency": "USD",
      "unit": "per show",
      "region": "Middle East & North Africa",
      "source_url": "https://www.cyberdrone.com/pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:0d2cb996cd3c0b91445b6a5621c7a5039ca5dd9db0599cd886cb68a1ad56e3e5",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 112300,
        "high": 112300,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_0dc4c47f85f4",
      "series_key": "ps_a7d87b3e7fcddbd0",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "indoor-drone-show",
        "drone-light-show"
      ],
      "provider_id": "inflight-drone-shows",
      "description": "Drone show pricing starts from around",
      "low": 5000,
      "high": null,
      "currency": "GBP",
      "unit": "per show",
      "region": "",
      "source_url": "https://inflight.show/indoor-drone-light-shows/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:0dc4c47f85f458c60f1cf2c09fd2c07532338c97e2ec3dee85c4e4e3cdcc46af",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 6684,
        "high": null,
        "fx": {
          "pair": "GBP/USD",
          "rate": 1.33683,
          "gbp_per_usd": 0.74804,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_0e2d8b9d2027",
      "series_key": "ps_a5e70dc7d4fe3d2b",
      "kind": "benchmark",
      "use_case_id": "bathymetric-survey",
      "use_case_ids": [
        "bathymetric-survey"
      ],
      "provider_id": null,
      "description": "Turnkey autonomous-boat bathymetric mapping (Platypus), as low as",
      "low": 18,
      "high": null,
      "currency": "USD",
      "unit": "per acre",
      "region": "US",
      "source_url": "https://senseplatypus.com/quote",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:0e2d8b9d2027973f630fcb3e20f79acf8beaae19f2441cd661ccf4aebf3c716c",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 18,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_0e4c570508c7",
      "series_key": "ps_9b0729dd7cb83f7d",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "insurance-claims-imagery",
        "roof-inspection-drone"
      ],
      "provider_id": "reliable-property-adjusting-rpa",
      "description": "Roof drone inspection $160 (no measurements) / $175 with EagleView report; property drone inspection $275-$300",
      "low": 160,
      "high": 300,
      "currency": "USD",
      "unit": "per inspection",
      "region": "",
      "source_url": "https://rpaclaims.com/services_offered/drone-roof-inspections/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:0e4c570508c782ff97d59db6ae8d1c4c0b886375f80d333468a3a5166fde3671",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 160,
        "high": 300,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_0ecb6644dee9",
      "series_key": "ps_8f2b0884ad58627e",
      "kind": "benchmark",
      "use_case_id": "crop-spraying-drone",
      "use_case_ids": [
        "crop-spraying-drone"
      ],
      "provider_id": null,
      "description": "Buy: DJI Agras T50 spray drone (aircraft from $19,999; spray-ready package $31,500)",
      "low": 19999,
      "high": 31500,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.southeastdronesolutions.com/dji-agras-t50-for-sale",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:0ecb6644dee92662bdb7da6365ddafb093aaac882072a051de3bf394c11d3402",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 19999,
        "high": 31500,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_108c8e7ce515",
      "series_key": "ps_ba9ff2cc1ae05086",
      "kind": "benchmark",
      "use_case_id": "rehabilitation-exoskeleton",
      "use_case_ids": [
        "rehabilitation-exoskeleton"
      ],
      "provider_id": null,
      "description": "Ekso GT rental option (3-5 months)",
      "low": 1650,
      "high": 1650,
      "currency": "GBP",
      "unit": "per month",
      "region": "UK",
      "source_url": "https://www.nice.org.uk/advice/mib93/resources/ekso-exoskeleton-for-rehabilitation-in-people-with-neurological-weakness-or-paralysis-63499466712517",
      "as_of": "2017-01",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:108c8e7ce515b6ae6b8c817eba62d22a6adead4947debfccb5d1b5a7d0135f19",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 2206,
        "high": 2206,
        "fx": {
          "pair": "GBP/USD",
          "rate": 1.33683,
          "gbp_per_usd": 0.74804,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_14a887f3fd5d",
      "series_key": "ps_c7efb88931281df3",
      "kind": "benchmark",
      "use_case_id": "drone-light-show",
      "use_case_ids": [
        "drone-light-show"
      ],
      "provider_id": null,
      "description": "Average show cost (~115 drones, ~$218/drone) per SPH Engineering market analysis",
      "low": 25550,
      "high": 25550,
      "currency": "USD",
      "unit": "per show",
      "region": "LatAm",
      "source_url": "https://www.cyberdrone.com/pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:14a887f3fd5da2b558595c69d7c04204606d0e187e917bef9b6a2ec7b60fb54f",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 25550,
        "high": 25550,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_17c1d93e05a0",
      "series_key": "ps_8527022c50505076",
      "kind": "benchmark",
      "use_case_id": "security-drone-patrol",
      "use_case_ids": [
        "security-drone-patrol"
      ],
      "provider_id": null,
      "description": "Sky Patrol AI autonomous drone patrol plans (dealerships, lots, residential)",
      "low": 499,
      "high": 999,
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://www.skypatrol.ai/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:17c1d93e05a0b223c8b73bd57eb3aeb4f2ba25c315539de64099a2d16f4635d0",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 499,
        "high": 999,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_18c1423f300e",
      "series_key": "ps_cbf3a4beaf8d7aa6",
      "kind": "benchmark",
      "use_case_id": "robotic-milking",
      "use_case_ids": [
        "robotic-milking"
      ],
      "provider_id": null,
      "description": "Lely Astronaut A5 Next milking robot, indicative installed price; ~€4,500/yr service",
      "low": 165000,
      "high": 165000,
      "currency": "EUR",
      "unit": "per robot",
      "region": "CH",
      "source_url": "https://farmshops.ch/machines/lely-astronaut/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:18c1423f300ea0968caf3200f6f51a4e47d9b23cdcf7af153948915819381d2e",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 184684,
        "high": 184684,
        "fx": {
          "pair": "EUR/USD",
          "rate": 1.11929,
          "eur_per_usd": 0.89342,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_19add64b7de1",
      "series_key": "ps_95431ec60129a802",
      "kind": "provider_published",
      "use_case_id": "drone-pilot-training",
      "use_case_ids": [
        "drone-pilot-training"
      ],
      "provider_id": "pilot-institute",
      "description": "Part 107 Made Easy online course (list $249)",
      "low": 159,
      "high": 249,
      "currency": "USD",
      "unit": "per course",
      "region": "",
      "source_url": "https://pilotinstitute.com/course/part-107-remote-pilot/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:19add64b7de1d7f0091c99acefa60c133d4894460ba6092e9456fcd9889527a7",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 159,
        "high": 249,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_19e9d5496dfc",
      "series_key": "ps_91face2946fb1ce1",
      "kind": "benchmark",
      "use_case_id": "film-tv-aerial-cinematography",
      "use_case_ids": [
        "film-tv-aerial-cinematography"
      ],
      "provider_id": null,
      "description": "Drone operator day rate by experience (emerging $450 to expert $2,600)",
      "low": 450,
      "high": 2600,
      "currency": "USD",
      "unit": "per day",
      "region": "US",
      "source_url": "https://therateguide.com/drone-operator-day-rate",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:19e9d5496dfce88bacd143eb34884e052148b0ad318d33207300f3210ce3adb4",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 450,
        "high": 2600,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_19f2c4dc36a1",
      "series_key": "ps_82e259c7d1c7b975",
      "kind": "benchmark",
      "use_case_id": "sidewalk-delivery-robot",
      "use_case_ids": [
        "sidewalk-delivery-robot"
      ],
      "provider_id": null,
      "description": "Starship robot delivery fee (campus example)",
      "low": 3.49,
      "high": 3.49,
      "currency": "USD",
      "unit": "per delivery",
      "region": "US",
      "source_url": "https://newsmediarelations.colostate.edu/2025/01/27/food-delivery-robots-csu/",
      "as_of": "2025-01",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:19f2c4dc36a172a2e99ed7bbce2e82b58b2ff51dd68000688f65e9f71d5cacb0",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 3.49,
        "high": 3.49,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_1c16de7e7f80",
      "series_key": "ps_9f416c088f76a921",
      "kind": "benchmark",
      "use_case_id": "robotic-massage",
      "use_case_ids": [
        "robotic-massage"
      ],
      "provider_id": null,
      "description": "Aescape 12-session pack, per-session effective (15-60 min, 30% off)",
      "low": 20.3,
      "high": 62.3,
      "currency": "USD",
      "unit": "per session",
      "region": "US",
      "source_url": "https://www.aescape.com/packages",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:1c16de7e7f800fafc8edb7724ea8f863bc5704d8ae0c51b78687300f3b9cca4e",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 20.3,
        "high": 62.3,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_1c77603d19b4",
      "series_key": "ps_f053a737b60ad0ae",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "sidewalk-delivery-robot",
        "campus-food-delivery"
      ],
      "provider_id": "starship-technologies",
      "description": "Campus robot delivery fee at Colorado State University (via Grubhub)",
      "low": 3.49,
      "high": 3.49,
      "currency": "USD",
      "unit": "per delivery",
      "region": "",
      "source_url": "https://newsmediarelations.colostate.edu/2025/01/27/food-delivery-robots-csu/",
      "as_of": "2025-01",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:1c77603d19b40078f314b1cb3d868c2b96db268314e458986cd13d886ccd576c",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 3.49,
        "high": 3.49,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_1ca9192df0c9",
      "series_key": "ps_3cffa02ed65361e1",
      "kind": "benchmark",
      "use_case_id": "humanoid-robot-rental",
      "use_case_ids": [
        "humanoid-robot-rental"
      ],
      "provider_id": null,
      "description": "Humanoid robot with operator for trade fairs (DE), 1-2 hours to full day, plus VAT",
      "low": 1500,
      "high": 4000,
      "currency": "EUR",
      "unit": "per appearance",
      "region": "DE",
      "source_url": "https://robotollern.de/en/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:1ca9192df0c98e615ae9eb291aa3d27ebbb15df3312de24f5e68430e80855c0a",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 1679,
        "high": 4477,
        "fx": {
          "pair": "EUR/USD",
          "rate": 1.11929,
          "eur_per_usd": 0.89342,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_1f86d4639456",
      "series_key": "ps_6d8353196f897617",
      "kind": "benchmark",
      "use_case_id": "fpv-cinematography",
      "use_case_ids": [
        "fpv-cinematography"
      ],
      "provider_id": null,
      "description": "FPV pilot day rate (native FPV to RED Komodo cinelifter), Charlotte NC",
      "low": 1750,
      "high": 4200,
      "currency": "USD",
      "unit": "per day",
      "region": "US",
      "source_url": "https://oneshotdronetours.com/production/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:1f86d463945640d19d6be1d55fe680e758b9db7e7667d6c4537ec0907ede676d",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 1750,
        "high": 4200,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_1fc2270a1f76",
      "series_key": "ps_286559dcab1f40d1",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "restaurant-serving-robot",
        "dishwashing-robot",
        "advertising-guide-robot"
      ],
      "provider_id": "hutech-robotics",
      "description": "Marketing robot rental, 24-month term (ex VAT)",
      "low": 490,
      "high": 490,
      "currency": "GBP",
      "unit": "per month",
      "region": "",
      "source_url": "https://hutechrobotics.co.uk/hospitality/pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:1fc2270a1f7606d691bd4a55cc43a0502f5f67ed5118b6c0ba59f2aace5e4852",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 655,
        "high": 655,
        "fx": {
          "pair": "GBP/USD",
          "rate": 1.33683,
          "gbp_per_usd": 0.74804,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_1ffc67a796fe",
      "series_key": "ps_9322e2abb647a56a",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "cobot-machine-tending",
        "palletizing-depalletizing",
        "robotic-welding",
        "pick-and-place",
        "screwdriving-robot",
        "case-packing",
        "dispensing-gluing",
        "robotic-sanding-grinding",
        "robotic-quality-inspection"
      ],
      "provider_id": "universal-robots",
      "description": "UR5e cobot distributor price (Automation Distribution)",
      "low": 39083.16,
      "high": 43544.43,
      "currency": "USD",
      "unit": "per unit",
      "region": "",
      "source_url": "https://automationdistribution.com/universal-robots-ur5e-collaborative-robot",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:1ffc67a796fe3c2ca182efd08305e197ce8a81c200dd10108f4a7ce6fb2cb66b",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 39083,
        "high": 43544,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_20cdc96349fd",
      "series_key": "ps_5f8990f72f90d3db",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "robot-bartender",
        "event-robot-rental"
      ],
      "provider_id": "spacelab-robobar",
      "description": "Robot bartender: full 6-hour shift incl. LA delivery, install, engineer, teardown",
      "low": 7000,
      "high": 7000,
      "currency": "USD",
      "unit": "per event",
      "region": "",
      "source_url": "https://spacelabwow.com/robot-bartender-rental.html",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:20cdc96349fd3d306925573ce2b292c7101ef8444b8555e26656111e78a066bf",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 7000,
        "high": 7000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_216a7e7d7160",
      "series_key": "ps_2d45d455bb67fbf5",
      "kind": "benchmark",
      "use_case_id": "tennis-ball-collection",
      "use_case_ids": [
        "tennis-ball-collection"
      ],
      "provider_id": null,
      "description": "Buy: Tennibot Rover autonomous tennis-ball collector (sale vs list)",
      "low": 2275,
      "high": 3500,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.tennibot.com/tennis/ball-collector/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:216a7e7d71603512b8ab3bcf9b10b8a3c1102c7f474f73bedc953833e167b6a0",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 2275,
        "high": 3500,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_22cc39cd593a",
      "series_key": "ps_e1817f656c73d8c2",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "crop-scouting-ndvi",
        "drone-mapping-orthomosaic"
      ],
      "provider_id": "flightpath-ag",
      "description": "NDVI crop health mapping $7/acre; NDRE $8/acre ($250 field minimum)",
      "low": 7,
      "high": 8,
      "currency": "USD",
      "unit": "per acre",
      "region": "",
      "source_url": "https://www.flightpathag.com/pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:22cc39cd593a0e26b255261b97dcb0e3246fb92beeff5efdd38def164d73e35d",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 7,
        "high": 8,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_2357c12e6a00",
      "series_key": "ps_1083135209c61c61",
      "kind": "benchmark",
      "use_case_id": "lidar-mapping",
      "use_case_ids": [
        "lidar-mapping"
      ],
      "provider_id": null,
      "description": "Drone LiDAR mapping ($3,000 typical minimum; corridors $500-$2,000/mile)",
      "low": 50,
      "high": 300,
      "currency": "USD",
      "unit": "per acre",
      "region": "US",
      "source_url": "https://www.northerndrone.com/pricing.html",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:2357c12e6a00bcfd676b31166d8f11dc7fda609b9031305fd507a11db4617f64",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 50,
        "high": 300,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_23864c41eeb2",
      "series_key": "ps_fda0cff57a32d7a2",
      "kind": "benchmark",
      "use_case_id": "security-drone-patrol",
      "use_case_ids": [
        "security-drone-patrol"
      ],
      "provider_id": null,
      "description": "Titan Protection drone-security-as-a-service, all-in",
      "low": 6500,
      "high": 6500,
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://security.tpcsecurity.com/drone-security-landing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:23864c41eeb28b48f9a32aec4faef0d8f68089e9ac2054b8a0f8e33a74eb5adf",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 6500,
        "high": 6500,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_23876117d116",
      "series_key": "ps_4c0f12f7a8bb2cec",
      "kind": "benchmark",
      "use_case_id": "fpv-cinematography",
      "use_case_ids": [
        "fpv-cinematography"
      ],
      "provider_id": null,
      "description": "FPV walkthrough of a commercial space (single continuous flythrough), from",
      "low": 600,
      "high": null,
      "currency": "USD",
      "unit": "per project",
      "region": "US",
      "source_url": "https://oneshotdronetours.com/pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:23876117d116d5d43c9d5effe9d35b787efc996c98118dd88a0502451da4e047",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 600,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_24dc1a390fd0",
      "series_key": "ps_71ae4cb74770734f",
      "kind": "benchmark",
      "use_case_id": "drone-land-surveying",
      "use_case_ids": [
        "drone-land-surveying"
      ],
      "provider_id": null,
      "description": "Engineering-grade topographic drone mapping with ground control",
      "low": 50,
      "high": 150,
      "currency": "USD",
      "unit": "per acre",
      "region": "US",
      "source_url": "https://www.northerndrone.com/pricing.html",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:24dc1a390fd0d638d5d985c3fd55fdfe00ae4126c5d42d9b4dea7e0a34939667",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 50,
        "high": 150,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_251a083ab624",
      "series_key": "ps_998e1bb3a592662c",
      "kind": "benchmark",
      "use_case_id": "high-rise-window-cleaning",
      "use_case_ids": [
        "high-rise-window-cleaning"
      ],
      "provider_id": null,
      "description": "Drone facade / window cleaning, commercial buildings (operator-published)",
      "low": 0.12,
      "high": 0.25,
      "currency": "USD",
      "unit": "per sq ft",
      "region": "US",
      "source_url": "https://vistadronecleaning.com/drone-window-cleaning-cost",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:251a083ab624f571ecdf6f99c003447b8c97d9899da0293cf4171250b0fb74f2",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 0.12,
        "high": 0.25,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_285369f7f16c",
      "series_key": "ps_7a4a9457e22621e5",
      "kind": "benchmark",
      "use_case_id": "solar-panel-cleaning-utility",
      "use_case_ids": [
        "solar-panel-cleaning-utility"
      ],
      "provider_id": null,
      "description": "Panel cleaning (all methods), sites up to 10 MW, plus mob/demob",
      "low": 0.75,
      "high": 4,
      "currency": "USD",
      "unit": "per panel",
      "region": "US",
      "source_url": "https://soilar.tech/solar-farm-cleaning-costs/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:285369f7f16ca5ac95e732f7159b7233a38f39e15b44d11cb073e0d62fa8a301",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 0.75,
        "high": 4,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_29fcc32a6336",
      "series_key": "ps_90155107c1116464",
      "kind": "benchmark",
      "use_case_id": "construction-progress-monitoring",
      "use_case_ids": [
        "construction-progress-monitoring"
      ],
      "provider_id": null,
      "description": "Autonomous dock-based drone site monitoring plans (AcreWatch Auto)",
      "low": 3050,
      "high": 4250,
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://acrewatch.com/services/acrewatch-auto/construction-sites",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:29fcc32a6336107a93cade86ce9651690af2b78165e2b87414d06e8f73a5fa2d",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 3050,
        "high": 4250,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_2a5e2485f74e",
      "series_key": "ps_55c5320e063b9465",
      "kind": "provider_published",
      "use_case_id": "drone-as-a-first-responder",
      "use_case_ids": [
        "drone-as-a-first-responder"
      ],
      "provider_id": "flock-safety-aerodome",
      "description": "Green Bay DFR contract: $270,000/yr years 1-3, $291,000/yr years 4-5 (startup costs waived)",
      "low": 270000,
      "high": 291000,
      "currency": "USD",
      "unit": "per year",
      "region": "",
      "source_url": "https://www.nbc26.com/greenbay/green-bay-approves-1-3-million-drone-contract-to-address-police-staffing-shortages",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:2a5e2485f74e3cd7d4550b046554ed2e01290b4ec3f46a862f6e3f6322dc54f4",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 270000,
        "high": 291000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_2c406974de7d",
      "series_key": "ps_078cf3b457e005d4",
      "kind": "benchmark",
      "use_case_id": "security-patrol-robot",
      "use_case_ids": [
        "security-patrol-robot"
      ],
      "provider_id": null,
      "description": "Knightscope K5/K1 robot subscription, starting price",
      "low": 545,
      "high": null,
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://knightscope.com/hubfs/K1H-K5V5%20Brochure.pdf",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:2c406974de7dee6144fab858b468410e4f4c82e9ffb714834e93c05db455c0d6",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 545,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_2cf2dea5d22d",
      "series_key": "ps_14b4c35fec4293ca",
      "kind": "benchmark",
      "use_case_id": "security-patrol-robot",
      "use_case_ids": [
        "security-patrol-robot"
      ],
      "provider_id": null,
      "description": "Knightscope K5 outdoor patrol robot, marketed effective rate on annual 24/7 subscription",
      "low": 11,
      "high": 11,
      "currency": "USD",
      "unit": "per hour",
      "region": "US",
      "source_url": "https://www.facebook.com/knightscope/posts/the-average-overnight-security-guard-costs-3050hourknightscopes-k5-robot-around-/1064313392549253/",
      "as_of": "2025-08",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:2cf2dea5d22d169762db4622234f857d2a5556fd8eb136505804cc79bddf7b3f",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 11,
        "high": 11,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_2d823825bc5f",
      "series_key": "ps_65fb5736b8e9c3f7",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "restaurant-serving-robot",
        "commercial-floor-scrubbing",
        "indoor-building-delivery",
        "hotel-concierge-robot",
        "advertising-guide-robot",
        "museum-guide-robot"
      ],
      "provider_id": "pudu-robotics",
      "description": "BellaBot serving robot via RobotLAB: buy from $14,500 or RaaS $409/mo",
      "low": 409,
      "high": 14500,
      "currency": "USD",
      "unit": "purchase or per month",
      "region": "",
      "source_url": "https://www.robotlab.com/store/bellabot/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:2d823825bc5f374ae09d786d1a12fcaf441305d5a738b021938bc392637b54e4",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 409,
        "high": 14500,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_2e01c6811071",
      "series_key": "ps_00e81ece31d8b05a",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "high-rise-window-cleaning",
        "drone-pressure-washing",
        "solar-panel-cleaning-home"
      ],
      "provider_id": "vista-drone-cleaning",
      "description": "Drone window/facade cleaning, fixed quote after survey, no minimum",
      "low": 0.12,
      "high": 0.25,
      "currency": "USD",
      "unit": "per sq ft of glass",
      "region": "",
      "source_url": "https://vistadronecleaning.com/high-rise-window-cleaning",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:2e01c681107154f801bbdc64253a9cb844a21ff3754f7b1313d3847604fada93",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 0.12,
        "high": 0.25,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_2e52adb759a0",
      "series_key": "ps_1c9c0f735011c58a",
      "kind": "benchmark",
      "use_case_id": "drone-as-a-first-responder",
      "use_case_ids": [
        "drone-as-a-first-responder"
      ],
      "provider_id": null,
      "description": "City DFR program (Green Bay, WI with Flock Safety), 5-year $1.3M contract",
      "low": 270000,
      "high": 291000,
      "currency": "USD",
      "unit": "per year",
      "region": "US",
      "source_url": "https://www.nbc26.com/greenbay/green-bay-approves-1-3-million-drone-contract-to-address-police-staffing-shortages",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:2e52adb759a0df294fc6a9bdbed0dea2b8d3403118c74d3b6f0cfa5b6b82577d",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 270000,
        "high": 291000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_2edb9fee165f",
      "series_key": "ps_90db4f296f82ce2c",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "thermal-building-inspection",
        "roof-inspection-drone"
      ],
      "provider_id": "aro-aerial",
      "description": "Thermal roof moisture survey packages from $1,250 to $3,500 (up to ~35,000 sq ft; larger $0.06-0.07/sq ft)",
      "low": 1250,
      "high": 3500,
      "currency": "USD",
      "unit": "per survey",
      "region": "",
      "source_url": "https://www.aroaerial.com/Roof-Moisture-Inspections",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:2edb9fee165fd1dee3f8f49f64f1e271a770814fe411747e93b8ed0e3a6af5c0",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 1250,
        "high": 3500,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_303530668293",
      "series_key": "ps_f38543c022696ab7",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "robot-barista",
        "event-robot-rental"
      ],
      "provider_id": "oli-robotics",
      "description": "Robot barista monthly lease incl. service",
      "low": 4990,
      "high": null,
      "currency": "USD",
      "unit": "per month",
      "region": "",
      "source_url": "https://olirobotics.com/robot-barista-rental-for-events",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:30353066829320233b2438eb9d5298d0f7fc4ffbadb603c6bbde3619bbe3d9e5",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 4990,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_308e20d60899",
      "series_key": "ps_bf6c4d74c4403dbb",
      "kind": "benchmark",
      "use_case_id": "drone-pressure-washing",
      "use_case_ids": [
        "drone-pressure-washing"
      ],
      "provider_id": null,
      "description": "Lucid Bots Sherpa cleaning drone subscription for operators (24 mo, $0 down)",
      "low": 2950,
      "high": 4600,
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://pricing.lucidbots.com/refresh",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:308e20d608999c4569e9cd7734aa33dfb8b5b7ce4ed6837464e1a95392ec65af",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 2950,
        "high": 4600,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_30cbfc2cf1a2",
      "series_key": "ps_6692e616b860a3ac",
      "kind": "benchmark",
      "use_case_id": "crop-spraying-drone",
      "use_case_ids": [
        "crop-spraying-drone"
      ],
      "provider_id": null,
      "description": "Outsourced drone spraying in Brazil (large flat grain areas at low end)",
      "low": 60,
      "high": 150,
      "currency": "BRL",
      "unit": "per hectare",
      "region": "BR",
      "source_url": "https://www.planonambiental.com.br/quanto-custa-a-pulverizacao-com-drone.html",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:30cbfc2cf1a2caee09250383cf7abaa96b08df2110d19400146c213e51de6b92",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 11.89,
        "high": 29.72,
        "fx": {
          "pair": "BRL/USD",
          "rate": 0.198157,
          "brl_per_usd": 5.0465,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_34bd1451b383",
      "series_key": "ps_f9dff619f267028e",
      "kind": "benchmark",
      "use_case_id": "robot-dog-rental",
      "use_case_ids": [
        "robot-dog-rental"
      ],
      "provider_id": null,
      "description": "Buy instead of rent: Unitree Go2 quadruped, from",
      "low": 1600,
      "high": null,
      "currency": "USD",
      "unit": "per unit",
      "region": "global",
      "source_url": "https://shop.unitree.com/products/unitree-go2",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:34bd1451b38351e41b11277e6ccaa38a8bf6f80212704bd211f4fe60b5f591a2",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 1600,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_34c3481b858c",
      "series_key": "ps_79949a9626217fcf",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "fpv-cinematography",
        "real-estate-drone-photography",
        "event-aerial-photography"
      ],
      "provider_id": "one-shot-drone-tours",
      "description": "Commercial aerial photography from $400; FPV walkthrough from $600; full package from $1,000",
      "low": 400,
      "high": 1000,
      "currency": "USD",
      "unit": "per project",
      "region": "",
      "source_url": "https://oneshotdronetours.com/pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:34c3481b858c57f2ebc4a0e7f463c42be335344fea555a549d773709068da138",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 400,
        "high": 1000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_34ee2e8b65f4",
      "series_key": "ps_b02e2c12fd8a7185",
      "kind": "benchmark",
      "use_case_id": "rehabilitation-exoskeleton",
      "use_case_ids": [
        "rehabilitation-exoskeleton"
      ],
      "provider_id": null,
      "description": "Ekso GT rehab exoskeleton purchase package (NHS, ex VAT)",
      "low": 98000,
      "high": 98000,
      "currency": "GBP",
      "unit": "per unit",
      "region": "UK",
      "source_url": "https://www.nice.org.uk/advice/mib93/resources/ekso-exoskeleton-for-rehabilitation-in-people-with-neurological-weakness-or-paralysis-63499466712517",
      "as_of": "2017-01",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:34ee2e8b65f4750683a5dcda7d4f765e2c7ef56bfcb10f5b799304c459f30357",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 131009,
        "high": 131009,
        "fx": {
          "pair": "GBP/USD",
          "rate": 1.33683,
          "gbp_per_usd": 0.74804,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_354ce2e8763e",
      "series_key": "ps_c6463f8871e68344",
      "kind": "benchmark",
      "use_case_id": "commercial-vacuuming",
      "use_case_ids": [
        "commercial-vacuuming"
      ],
      "provider_id": null,
      "description": "SoftBank Whiz commercial vacuum robot RaaS (RobotLAB)",
      "low": 699,
      "high": 699,
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/whiz/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:354ce2e8763ee70f13b837f813a55e038d392008cbcd0ef6eff2c4870a695529",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 699,
        "high": 699,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_355527be64f3",
      "series_key": "ps_85ba45584877220f",
      "kind": "benchmark",
      "use_case_id": "event-robot-rental",
      "use_case_ids": [
        "event-robot-rental"
      ],
      "provider_id": null,
      "description": "UK fully managed robot hire for events (RoboReady), from £395/day; premium from £1,500/day",
      "low": 395,
      "high": 1500,
      "currency": "GBP",
      "unit": "per day",
      "region": "GB",
      "source_url": "https://roboready.co.uk/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:355527be64f35d404a9adbf48f7eae3e551fef0b0931983f99b541bfc29a5af4",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 528,
        "high": 2005,
        "fx": {
          "pair": "GBP/USD",
          "rate": 1.33683,
          "gbp_per_usd": 0.74804,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_36aeb2ea9630",
      "series_key": "ps_5863a3c7b995db75",
      "kind": "benchmark",
      "use_case_id": "drone-light-show",
      "use_case_ids": [
        "drone-light-show"
      ],
      "provider_id": null,
      "description": "Average show cost (~660 drones, ~$175/drone) per SPH Engineering market analysis",
      "low": 114560,
      "high": 114560,
      "currency": "USD",
      "unit": "per show",
      "region": "CN",
      "source_url": "https://www.cyberdrone.com/pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:36aeb2ea96309d2dee5d98de1e7d19728a6218ee71864169b7e799823b6d19d2",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 114560,
        "high": 114560,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_37b6b5c44e41",
      "series_key": "ps_cf1ec5093074cdb4",
      "kind": "benchmark",
      "use_case_id": "robotaxi",
      "use_case_ids": [
        "robotaxi"
      ],
      "provider_id": null,
      "description": "Average Waymo trip in SF Bay Area (Obi Jan 2026: $19.69 vs Uber $17.47, Lyft $15.47)",
      "low": 19.69,
      "high": 19.69,
      "currency": "USD",
      "unit": "per trip",
      "region": "US-CA",
      "source_url": "https://getridewise.com/blog/waymo-vs-uber-vs-lyft-price-comparison-17-cities-2026",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:37b6b5c44e41379a50f65dcff0d2f7cc6f22adb266dcce91e302952d565d8b24",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 19.69,
        "high": 19.69,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_39066cd35743",
      "series_key": "ps_ac5ade3b7a4b61bd",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "robot-barista",
        "event-robot-rental"
      ],
      "provider_id": "oli-robotics",
      "description": "Robot barista event rental, all-inclusive (Bay Area)",
      "low": 4990,
      "high": null,
      "currency": "USD",
      "unit": "per day",
      "region": "",
      "source_url": "https://olirobotics.com/robot-barista-rental-for-events",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:39066cd357439c54780f0d0830b0a671e05d87fcd52b2b15843254219f9a6c19",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 4990,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_393c9dd58661",
      "series_key": "ps_e3212d8998419383",
      "kind": "benchmark",
      "use_case_id": "roof-inspection-drone",
      "use_case_ids": [
        "roof-inspection-drone"
      ],
      "provider_id": null,
      "description": "Professional drone roof inspection (Angi cost guide)",
      "low": 120,
      "high": 600,
      "currency": "USD",
      "unit": "per inspection",
      "region": "US",
      "source_url": "https://www.angi.com/articles/drone-roof-inspection-cost.htm",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:393c9dd58661e65ffd8fc0ec362ff0d529cc567115fb179f13f09ea8a8050605",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 120,
        "high": 600,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_3a79f1c0bbc3",
      "series_key": "ps_3d81f9fd70a70445",
      "kind": "benchmark",
      "use_case_id": "robotic-massage",
      "use_case_ids": [
        "robotic-massage"
      ],
      "provider_id": null,
      "description": "Aescape single session (15-60 minutes) at partner gyms/spas",
      "low": 29,
      "high": 89,
      "currency": "USD",
      "unit": "per session",
      "region": "US",
      "source_url": "https://www.aescape.com/packages",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:3a79f1c0bbc32bd3959dc5db247a22f144dd7a050ec21873f1008d840f339722",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 29,
        "high": 89,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_3b1acb1916dc",
      "series_key": "ps_4fff8979c8fa2bd7",
      "kind": "benchmark",
      "use_case_id": "sewer-pipe-inspection",
      "use_case_ids": [
        "sewer-pipe-inspection"
      ],
      "provider_id": null,
      "description": "Standalone sewer scope with accessible cleanout (typical)",
      "low": 125,
      "high": 500,
      "currency": "USD",
      "unit": "per inspection",
      "region": "US",
      "source_url": "https://fixitcost.com/sewer-scope-inspection-cost/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:3b1acb1916dcf4784cc6e3ae6791287b1b35303036af19200ae58dffcd5d07d4",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 125,
        "high": 500,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_3cace956011f",
      "series_key": "ps_a7a92c804e2454d7",
      "kind": "benchmark",
      "use_case_id": "forestry-inventory",
      "use_case_ids": [
        "forestry-inventory"
      ],
      "provider_id": null,
      "description": "Drone forestry inventory package up to 100 ha incl. AI report (+CAD $30-45/ha beyond)",
      "low": 2495,
      "high": 3995,
      "currency": "CAD",
      "unit": "per project",
      "region": "CA",
      "source_url": "https://www.cropcopters.com/forestry-intelligence",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:3cace956011ff7648a733a3fa40bf29155b490f0528c86d9d326f78ed71f1e11",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 1783,
        "high": 2855,
        "fx": {
          "pair": "CAD/USD",
          "rate": 0.714541,
          "cad_per_usd": 1.3995,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_3cd3ea3e7db2",
      "series_key": "ps_3546cf3dade0de48",
      "kind": "benchmark",
      "use_case_id": "robot-barista",
      "use_case_ids": [
        "robot-barista"
      ],
      "provider_id": null,
      "description": "Robot barista purchase (Oli) vs lease from $4,990/mo",
      "low": 59000,
      "high": 59000,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://olirobotics.com/pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:3cd3ea3e7db220d4ae618483c92e2bc2810cd802cf0806ad938d34ede980ac0b",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 59000,
        "high": 59000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_3e536d981220",
      "series_key": "ps_77abcd55add57190",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "fpv-cinematography",
        "real-estate-drone-photography",
        "event-aerial-photography"
      ],
      "provider_id": "one-shot-drone-tours",
      "description": "FPV production day rates: native FPV $1,750; cinelifter+Blackmagic $2,800; RED Komodo cinelifter $4,200",
      "low": 1750,
      "high": 4200,
      "currency": "USD",
      "unit": "per day",
      "region": "",
      "source_url": "https://oneshotdronetours.com/production/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:3e536d981220ad82ac3d0eff99747fe554f3f591bd16dca13aa9923410fdbac0",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 1750,
        "high": 4200,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_3e6eafd8d02d",
      "series_key": "ps_9372120d780d31af",
      "kind": "provider_published",
      "use_case_id": "solar-panel-cleaning-utility",
      "use_case_ids": [
        "solar-panel-cleaning-utility"
      ],
      "provider_id": "taypro",
      "description": "Robotic solar cleaning service (OPEX model)",
      "low": 0.45,
      "high": 0.7,
      "currency": "INR",
      "unit": "per panel per cycle",
      "region": "",
      "source_url": "https://taypro.in/solar-cleaning-capex-vs-opex",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:3e6eafd8d02dedf8a0403d644e416e7db6b7eac4e7969b10077e2cd1a8cb1ed9",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 0,
        "high": 0.01,
        "fx": {
          "pair": "INR/USD",
          "rate": 0.010533,
          "inr_per_usd": 94.94,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_3e8edf0148ae",
      "series_key": "ps_1cae18b546771e2b",
      "kind": "benchmark",
      "use_case_id": "event-robot-rental",
      "use_case_ids": [
        "event-robot-rental"
      ],
      "provider_id": null,
      "description": "Humanoid robot (Unitree G1) rental: self-service from $299/day; full-service with operator from $1,875/day",
      "low": 299,
      "high": 1875,
      "currency": "USD",
      "unit": "per day",
      "region": "US",
      "source_url": "https://www.zmprobots.com/robot-rental-for-events/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:3e8edf0148aebb0f00b695c3037e8f9380a286fa98e4c59910bec8168e55d9ca",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 299,
        "high": 1875,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_3efa258daa6f",
      "series_key": "ps_b5e90ae8eeff974d",
      "kind": "provider_published",
      "use_case_id": "sports-field-line-marking",
      "use_case_ids": [
        "sports-field-line-marking"
      ],
      "provider_id": "turf-tank",
      "description": "Turf Tank Pro subscription (2023 quote to Univ. of North Florida) + $1,500 one-time; includes $3,000 paint allotment",
      "low": 15000,
      "high": 15000,
      "currency": "USD",
      "unit": "per year",
      "region": "",
      "source_url": "https://www.unf.edu/procurement/files/Certified.rf.1-1-2023-Sole-Source-Quote-Turf-Tank.pdf",
      "as_of": "2023-01",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:3efa258daa6fc0f7e6680593d0d1f25a1824597b139521518eaaf14aa581d643",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 15000,
        "high": 15000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_3f213438ff09",
      "series_key": "ps_ad67719f98a26f48",
      "kind": "benchmark",
      "use_case_id": "drone-light-show",
      "use_case_ids": [
        "drone-light-show"
      ],
      "provider_id": null,
      "description": "Average show cost (~182 drones, ~$227/drone) per SPH Engineering market analysis",
      "low": 42034,
      "high": 42034,
      "currency": "USD",
      "unit": "per show",
      "region": "EU",
      "source_url": "https://www.cyberdrone.com/pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:3f213438ff09ed12892df53560f79c589ad7142ac75c1f045ff060d36fb7b5bf",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 42034,
        "high": 42034,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_4003ad5ffde7",
      "series_key": "ps_f8b2b4291b3bc1db",
      "kind": "benchmark",
      "use_case_id": "high-rise-window-cleaning",
      "use_case_ids": [
        "high-rise-window-cleaning"
      ],
      "provider_id": null,
      "description": "Conventional (lift/rope) exterior cleaning bids for comparison, excl. lift charges",
      "low": 0.5,
      "high": 3.5,
      "currency": "USD",
      "unit": "per sq ft",
      "region": "US",
      "source_url": "https://skypsi.com/commercial-drone-cleaning-cost",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:4003ad5ffde7419519f2dd1cc164c5da407302f65b14024aea8f318136a6888d",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 0.5,
        "high": 3.5,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_402b95ccc37c",
      "series_key": "ps_be4437ee52b4ef62",
      "kind": "provider_published",
      "use_case_id": "surgical-robot",
      "use_case_ids": [
        "surgical-robot"
      ],
      "provider_id": "intuitive-surgical",
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      "high": 2500000,
      "currency": "USD",
      "unit": "per system",
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        "currency": "USD",
        "low": 1800000,
        "high": 2500000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_408c8adffa16",
      "series_key": "ps_49940728abf4559a",
      "kind": "benchmark",
      "use_case_id": "site-surveying-total-station",
      "use_case_ids": [
        "site-surveying-total-station"
      ],
      "provider_id": null,
      "description": "Civ Robotics CivNav autonomous layout/staking rover rental",
      "low": 3000,
      "high": 3000,
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://www.civrobotics.com/pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:408c8adffa16009934b018278550dcee0f9bcc33d54fdc1dae4a6df8d2bebcd6",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 3000,
        "high": 3000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_4165430ea9b2",
      "series_key": "ps_bb8982a36ca61949",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "Avidbots Neo autonomous floor scrubber lease, as quoted by an Avidbots account executive",
      "low": 2250,
      "high": 2900,
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://www.mlive.com/news/saginaw-bay-city/2024/01/meet-neo-the-midland-malls-newest-employee-its-a-robot.html",
      "as_of": "2024-01",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:4165430ea9b2985afdba93c6fe23970bfff57b3181c06cf0cf1746304396ec18",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 2250,
        "high": 2900,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_4170f24ad3ac",
      "series_key": "ps_e2d2fcee80e979c6",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "restaurant-serving-robot",
        "dishwashing-robot",
        "advertising-guide-robot"
      ],
      "provider_id": "hutech-robotics",
      "description": "Delivery (waiter) robot rental, 24-month term, maintenance included (ex VAT)",
      "low": 510,
      "high": 510,
      "currency": "GBP",
      "unit": "per month",
      "region": "",
      "source_url": "https://hutechrobotics.co.uk/hospitality/pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:4170f24ad3ac2d4c10dca0eb031faf27c76bc57d40a8bcca95df54629da6c9fb",
      "supersedes": null,
      "origin": "backfill",
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      "current": true,
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        "currency": "USD",
        "low": 682,
        "high": 682,
        "fx": {
          "pair": "GBP/USD",
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          "gbp_per_usd": 0.74804,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_424ee3de0692",
      "series_key": "ps_d842579704334e1b",
      "kind": "benchmark",
      "use_case_id": "restaurant-serving-robot",
      "use_case_ids": [
        "restaurant-serving-robot"
      ],
      "provider_id": null,
      "description": "Buy: Pudu BellaBot serving robot (RobotLAB)",
      "low": 14500,
      "high": 14500,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/bellabot/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
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      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 14500,
        "high": 14500,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_43503ed6c0f7",
      "series_key": "ps_2a8e3dc1f1964c9e",
      "kind": "benchmark",
      "use_case_id": "real-estate-drone-photography",
      "use_case_ids": [
        "real-estate-drone-photography"
      ],
      "provider_id": null,
      "description": "Luxury/commercial/acreage drone shoots",
      "low": 800,
      "high": 2500,
      "currency": "USD",
      "unit": "per property",
      "region": "US",
      "source_url": "https://www.amplifiles.ai/blog/real-estate-drone-photography-pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:43503ed6c0f7b72e8bbd243495190048535a059659ad28347316644ebc6e8dbb",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 800,
        "high": 2500,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_443aa6189ae2",
      "series_key": "ps_97955ceff9e4f8dd",
      "kind": "provider_published",
      "use_case_id": "commercial-robotic-mowing",
      "use_case_ids": [
        "commercial-robotic-mowing"
      ],
      "provider_id": "scythe-robotics",
      "description": "M.52 autonomous mower lease: Standard from $1,800/mo incl. 40 autonomous acres (+$15/acre); Unlimited from $2,200/mo",
      "low": 1800,
      "high": 2200,
      "currency": "USD",
      "unit": "per month",
      "region": "",
      "source_url": "https://scytherobotics.com/sales",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:443aa6189ae2f82d58e1a3398c5c27cf3a3180b1915b8c5391db0997c577cdef",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 1800,
        "high": 2200,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_44723ca9d462",
      "series_key": "ps_d13983835de3b675",
      "kind": "benchmark",
      "use_case_id": "drone-light-show",
      "use_case_ids": [
        "drone-light-show"
      ],
      "provider_id": null,
      "description": "All-inclusive packages, 100–500 drones (permits, crew, design included) — Drone Show Bali rate card",
      "low": 3191250,
      "high": 3746250,
      "currency": "IDR",
      "unit": "per drone",
      "region": "ID",
      "source_url": "https://droneshowbali.com/pricing/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:44723ca9d462fa81fd2273c0b0f433789055ed76fd4ea312d4c656ef989c19d3",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 176,
        "high": 207,
        "fx": {
          "pair": "IDR/USD",
          "rate": 0.0000552242,
          "idr_per_usd": 18108,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_4553e259bdc8",
      "series_key": "ps_47f73c04ec4dfa4c",
      "kind": "benchmark",
      "use_case_id": "insurance-claims-imagery",
      "use_case_ids": [
        "insurance-claims-imagery"
      ],
      "provider_id": null,
      "description": "Residential claim drone roof inspection ($160 without measurements, $175 with EagleView report)",
      "low": 160,
      "high": 175,
      "currency": "USD",
      "unit": "per inspection",
      "region": "US",
      "source_url": "https://rpaclaims.com/services_offered/drone-roof-inspections/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:4553e259bdc8cc21600e0e4bc91945438cd19d9f2a7ee80fd2d577fb65a4d25a",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 160,
        "high": 175,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_45cf6f7e52cf",
      "series_key": "ps_cbd0b9f52811bf80",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "commercial-floor-scrubbing",
        "restaurant-serving-robot",
        "stem-education-robots",
        "humanoid-robot-rental"
      ],
      "provider_id": "robotlab",
      "description": "Pudu BellaBot: buy from $14,500 or RaaS $409/mo",
      "low": 409,
      "high": 14500,
      "currency": "USD",
      "unit": "purchase or per month",
      "region": "",
      "source_url": "https://www.robotlab.com/store/bellabot/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:45cf6f7e52cf8f6301894e4c197c77bbcaf441917448d75821702f7a8c89e2cc",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 409,
        "high": 14500,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_45d9b1905bd8",
      "series_key": "ps_971ca5575c77a634",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "indoor-drone-show",
        "drone-light-show",
        "drone-pilot-training",
        "drone-racing-events"
      ],
      "provider_id": "65drones",
      "description": "Indoor drone light show (small fleet)",
      "low": 3000,
      "high": 5800,
      "currency": "SGD",
      "unit": "per show",
      "region": "",
      "source_url": "https://www.65drones.com/pages/summary-of-drone-activities",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:45d9b1905bd8c8414c467e21b01b8818cb908793f091adcc8e364286c6543e5f",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 2346,
        "high": 4537,
        "fx": {
          "pair": "SGD/USD",
          "rate": 0.782167,
          "sgd_per_usd": 1.2785,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_47a2a2f29fc1",
      "series_key": "ps_6c4bb494ef18ea94",
      "kind": "benchmark",
      "use_case_id": "crop-scouting-ndvi",
      "use_case_ids": [
        "crop-scouting-ndvi"
      ],
      "provider_id": null,
      "description": "NDVI/NDRE drone crop-health mapping ($250 field minimum)",
      "low": 7,
      "high": 8,
      "currency": "USD",
      "unit": "per acre",
      "region": "US",
      "source_url": "https://www.flightpathag.com/pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:47a2a2f29fc1d5d7d4f6e00ce063e492f903f02eb74bb8132fc9387b192e686a",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 7,
        "high": 8,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_47b3d81860c9",
      "series_key": "ps_9c595206baa6a506",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "event-robot-rental",
        "humanoid-robot-rental",
        "robot-dog-rental"
      ],
      "provider_id": "roboready",
      "description": "Fully managed event robot hire",
      "low": 395,
      "high": 1500,
      "currency": "GBP",
      "unit": "per day",
      "region": "",
      "source_url": "https://roboready.co.uk/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:47b3d81860c9c6d1eefd3d26e87884f84e5b5904898041b10340aae0947f9340",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 528,
        "high": 2005,
        "fx": {
          "pair": "GBP/USD",
          "rate": 1.33683,
          "gbp_per_usd": 0.74804,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_4a3cee055c49",
      "series_key": "ps_2acb3455622bea0b",
      "kind": "benchmark",
      "use_case_id": "dam-spillway-inspection",
      "use_case_ids": [
        "dam-spillway-inspection"
      ],
      "provider_id": null,
      "description": "ROV underwater inspection services (India) for dams/reservoirs",
      "low": 25000,
      "high": 25000,
      "currency": "INR",
      "unit": "per day",
      "region": "IN",
      "source_url": "https://www.underwater.co.in/remotely-operated-vehicle.html",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:4a3cee055c49c8bfe1f61061d548654a6e12259f62be475b0be79f22fecb33d1",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 263,
        "high": 263,
        "fx": {
          "pair": "INR/USD",
          "rate": 0.010533,
          "inr_per_usd": 94.94,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_4bbeab5e2c68",
      "series_key": "ps_c2741815283b5c3e",
      "kind": "benchmark",
      "use_case_id": "commercial-vacuuming",
      "use_case_ids": [
        "commercial-vacuuming"
      ],
      "provider_id": null,
      "description": "SoftBank Whiz rental in Japan by contract term (1/3/5 yr; incl. warranty option, ex tax)",
      "low": 29800,
      "high": 104800,
      "currency": "JPY",
      "unit": "per month",
      "region": "JP",
      "source_url": "https://www.softbank.jp/corp/news/press/sbkk/2019/20190516_01/",
      "as_of": "2019-05",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:4bbeab5e2c6818804350dd54464f09e4f1eea7790288359143f9b234ca0e7d34",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 190,
        "high": 668,
        "fx": {
          "pair": "JPY/USD",
          "rate": 0.00637755,
          "jpy_per_usd": 156.8,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_4c57bddd2c1c",
      "series_key": "ps_442b9c2b54ebf118",
      "kind": "benchmark",
      "use_case_id": "wedding-drone-videography",
      "use_case_ids": [
        "wedding-drone-videography"
      ],
      "provider_id": null,
      "description": "Add aerial to an existing wedding photo package",
      "low": 300,
      "high": 800,
      "currency": "USD",
      "unit": "per wedding",
      "region": "US",
      "source_url": "https://www.droneservices.com/blog/best-drone-for-wedding-photography/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:4c57bddd2c1cd9e3d0fd8d11939d9897194d9027c625a552d620eb2cb779f3a8",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 300,
        "high": 800,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_4c9235bb3bc7",
      "series_key": "ps_c382e43eb9f3d038",
      "kind": "benchmark",
      "use_case_id": "drone-light-show",
      "use_case_ids": [
        "drone-light-show"
      ],
      "provider_id": null,
      "description": "Same bid, July 4th peak-date pricing (200+ drones)",
      "low": 550,
      "high": 850,
      "currency": "USD",
      "unit": "per drone",
      "region": "US",
      "source_url": "https://pub-mountainhouse.escribemeetings.com/FileStream.ashx?DocumentId=1171",
      "as_of": "2026-03",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:4c9235bb3bc7bb43552d4b1aa126187bea14a89012f1c3fe0a1c4f33b4f891ff",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 550,
        "high": 850,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_4d5d91f8a9e8",
      "series_key": "ps_d68b3c76227ada93",
      "kind": "benchmark",
      "use_case_id": "hull-inspection-rov",
      "use_case_ids": [
        "hull-inspection-rov"
      ],
      "provider_id": null,
      "description": "ROV hull/underwater inspection projects (Piraeus, Greece)",
      "low": 400,
      "high": 3000,
      "currency": "EUR",
      "unit": "per project",
      "region": "GR",
      "source_url": "https://rov-marine.eu/pricing/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:4d5d91f8a9e839f0ba63273c29fe25827056cdea10a3cc957e07278f472667ad",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 448,
        "high": 3358,
        "fx": {
          "pair": "EUR/USD",
          "rate": 1.11929,
          "eur_per_usd": 0.89342,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_4dd80c508375",
      "series_key": "ps_fdb7218b6ead63a1",
      "kind": "benchmark",
      "use_case_id": "robot-rental-short-term",
      "use_case_ids": [
        "robot-rental-short-term"
      ],
      "provider_id": null,
      "description": "Robots-as-a-service (Formic), reported per operating hour depending on contract length",
      "low": 8,
      "high": 40,
      "currency": "USD",
      "unit": "per robot hour",
      "region": "US",
      "source_url": "https://www.plasticsmachinerymanufacturing.com/injection-molding/article/53067225/startups-automation-takes-over-potentially-dangerous-job",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:4dd80c50837521a12c3929022c0c96de552ea3064164be7ccdc636bc352cbf2a",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 8,
        "high": 40,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_4ea9e3b4fa52",
      "series_key": "ps_d65855007b2638ac",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "uv-disinfection",
        "hospital-disinfection",
        "telepresence-robot",
        "telehealth-robot"
      ],
      "provider_id": "blue-ocean-robotics-uvd-robots",
      "description": "UVD Model C UV disinfection robot via RobotLAB, incl. software and 1-yr warranty",
      "low": 86900,
      "high": 86900,
      "currency": "USD",
      "unit": "per unit",
      "region": "",
      "source_url": "https://www.robotlab.com/store/uvd-disinfection-robot/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:4ea9e3b4fa52f793c75c003a860ca6fff10adb19f05d90acd65c326668852b64",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 86900,
        "high": 86900,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_4ee24c12aaf1",
      "series_key": "ps_3fe9ee57a600584b",
      "kind": "provider_published",
      "use_case_id": "robotaxi",
      "use_case_ids": [
        "robotaxi"
      ],
      "provider_id": "baidu-apollo-go",
      "description": "Wuhan Apollo Go fare: distance charge CNY 2.7-3.0/km by time of day plus base, time and long-distance fees",
      "low": 2.7,
      "high": 3,
      "currency": "CNY",
      "unit": "per km",
      "region": "",
      "source_url": "https://m.wh.bendibao.com/news/181283.shtm",
      "as_of": "2024-07",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:4ee24c12aaf144c06874c62d1763b40eaf617f44fb938a12643e59f109396f38",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 0.4,
        "high": 0.45,
        "fx": {
          "pair": "CNY/USD",
          "rate": 0.149921,
          "cny_per_usd": 6.6702,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_4ee282566a72",
      "series_key": "ps_47a81d322aabcb44",
      "kind": "benchmark",
      "use_case_id": "crop-spraying-drone",
      "use_case_ids": [
        "crop-spraying-drone"
      ],
      "provider_id": null,
      "description": "Typical custom hire rate for drone spray application (vs ~$12.50/acre crop duster) — University of Missouri Extension",
      "low": 16,
      "high": 16,
      "currency": "USD",
      "unit": "per acre",
      "region": "US",
      "source_url": "https://extension.missouri.edu/publications/g1274",
      "as_of": "2025-03",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:4ee282566a72ac88c44b92261e5d82ab18eadbc1007263cbdbf4a9246c103fe1",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 16,
        "high": 16,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_507e5f9dab52",
      "series_key": "ps_623c3b3825267b8d",
      "kind": "benchmark",
      "use_case_id": "underwater-search-recovery",
      "use_case_ids": [
        "underwater-search-recovery"
      ],
      "provider_id": null,
      "description": "ROV hire with operator (Spain): €2,300/day; 300 m-rated €5,750/day",
      "low": 2300,
      "high": 5750,
      "currency": "EUR",
      "unit": "per day",
      "region": "ES",
      "source_url": "https://exploracionsubmarina.com/alquiler-rov/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:507e5f9dab52af5b366ea9a9057d2cb416ddb1f708519ead9106d572a00acd82",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 2574,
        "high": 6436,
        "fx": {
          "pair": "EUR/USD",
          "rate": 1.11929,
          "eur_per_usd": 0.89342,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_54bf954c3dd6",
      "series_key": "ps_6e5d253dcc27ba81",
      "kind": "provider_published",
      "use_case_id": "companion-robot-elderly",
      "use_case_ids": [
        "companion-robot-elderly"
      ],
      "provider_id": "intuition-robotics-elliq",
      "description": "ElliQ companion robot subscription incl. device lease: $59.99/mo monthly or $49.99/mo annual; $249.99 one-time enrolment",
      "low": 49.99,
      "high": 59.99,
      "currency": "USD",
      "unit": "per month",
      "region": "",
      "source_url": "https://elliq.com/products/monthly-subscription",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:54bf954c3dd63d804892f650482fe18c5b44db5091770153747bfa721852522d",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 49.99,
        "high": 59.99,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_56b88216d55d",
      "series_key": "ps_8eae28ff240a4b50",
      "kind": "benchmark",
      "use_case_id": "roof-inspection-drone",
      "use_case_ids": [
        "roof-inspection-drone"
      ],
      "provider_id": null,
      "description": "Residential drone roof inspection, thermal / infrared — HomeGuide",
      "low": 400,
      "high": 600,
      "currency": "USD",
      "unit": "per inspection",
      "region": "US",
      "source_url": "https://homeguide.com/costs/drone-roof-inspection-cost",
      "as_of": "2026-01",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:56b88216d55d079e18a9233105a62b70ea51f0217ef3efa7fd62491cbe445051",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 400,
        "high": 600,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_56eb29f09e4a",
      "series_key": "ps_3b1eebb5dc6b8e3e",
      "kind": "benchmark",
      "use_case_id": "campus-food-delivery",
      "use_case_ids": [
        "campus-food-delivery"
      ],
      "provider_id": null,
      "description": "Starship robot delivery fee at Colorado State University",
      "low": 3.49,
      "high": 3.49,
      "currency": "USD",
      "unit": "per delivery",
      "region": "US",
      "source_url": "https://newsmediarelations.colostate.edu/2025/01/27/food-delivery-robots-csu/",
      "as_of": "2025-01",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:56eb29f09e4a17abd48b419733867951cb7fae21b5170102564cf813493f90c6",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 3.49,
        "high": 3.49,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_582dd8d2171b",
      "series_key": "ps_9c19b53412bd3096",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "dam-spillway-inspection",
        "water-tank-reservoir-inspection",
        "hull-inspection-rov"
      ],
      "provider_id": "underwater-services-india-underwater-co-in",
      "description": "ROV services",
      "low": 25000,
      "high": 25000,
      "currency": "INR",
      "unit": "per day",
      "region": "",
      "source_url": "https://www.underwater.co.in/remotely-operated-vehicle.html",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:582dd8d2171bb24006f00c2cb79333fa94ce69e81e6ee587dd869615706987ec",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 263,
        "high": 263,
        "fx": {
          "pair": "INR/USD",
          "rate": 0.010533,
          "inr_per_usd": 94.94,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_5a297fcdd2ac",
      "series_key": "ps_569a1ebbdb4c279b",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "drone-mapping-orthomosaic",
        "drone-land-surveying",
        "lidar-mapping"
      ],
      "provider_id": "northern-drone",
      "description": "Drone LiDAR",
      "low": 50,
      "high": 300,
      "currency": "USD",
      "unit": "per acre",
      "region": "",
      "source_url": "https://www.northerndrone.com/pricing.html",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:5a297fcdd2ac1465e4d2cd9ff0fcdab794d8b7adf4949757067bb083de710e5c",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 50,
        "high": 300,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_5bf3585660d0",
      "series_key": "ps_57d53247c88327cc",
      "kind": "provider_published",
      "use_case_id": "crop-spraying-drone",
      "use_case_ids": [
        "crop-spraying-drone"
      ],
      "provider_id": "omega-drone",
      "description": "Drone agrochemical application",
      "low": 390,
      "high": 590,
      "currency": "MXN",
      "unit": "per hectare",
      "region": "",
      "source_url": "https://omegadrone.com.mx/aplicacion-de-agroquimicos-con-drones/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:5bf3585660d09c9a2619e483b53d2a5bc458377c92e8286216f52e0555360b26",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 20.76,
        "high": 31.41,
        "fx": {
          "pair": "MXN/USD",
          "rate": 0.0532416,
          "mxn_per_usd": 18.7823,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_5c6670cb6849",
      "series_key": "ps_0ea2ab04fd6de2d1",
      "kind": "benchmark",
      "use_case_id": "high-rise-window-cleaning",
      "use_case_ids": [
        "high-rise-window-cleaning"
      ],
      "provider_id": null,
      "description": "Drone high-rise window cleaning (Miami)",
      "low": 0.12,
      "high": 0.25,
      "currency": "USD",
      "unit": "per sq ft",
      "region": "US-FL",
      "source_url": "https://vistadronecleaning.com/high-rise-window-cleaning",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:5c6670cb68496cc74d3a77fefc57b299f9a473e168e3c0645a7e8795e2994d21",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 0.12,
        "high": 0.25,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_5dfd0b1109f7",
      "series_key": "ps_2ddd707a8849db83",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "bathymetric-survey",
        "drone-water-sampling"
      ],
      "provider_id": "platypus",
      "description": "Turnkey bathymetric mapping service, all inclusive (requires 2-month window)",
      "low": 18,
      "high": null,
      "currency": "USD",
      "unit": "per acre",
      "region": "",
      "source_url": "https://senseplatypus.com/quote",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:5dfd0b1109f795f8b0264b5e1ec799cb1a135b72c6d32f325cc191767846799f",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 18,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_5e74f8cb5dce",
      "series_key": "ps_b2479b5f042fbc04",
      "kind": "provider_published",
      "use_case_id": "drone-light-show",
      "use_case_ids": [
        "drone-light-show"
      ],
      "provider_id": "drone-sky-shows",
      "description": "Smallest package: 50 drones, 8-minute pre-programmed show near a major CBD (plus GST)",
      "low": 15000,
      "high": null,
      "currency": "AUD",
      "unit": "per show",
      "region": "",
      "source_url": "https://droneskyshows.com.au/faqs/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:5e74f8cb5dce23f41bcdbd2b686a5b33b5921adafb9ad3c3b1926b677f31c31c",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 10534,
        "high": null,
        "fx": {
          "pair": "AUD/USD",
          "rate": 0.702247,
          "aud_per_usd": 1.424,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_629815ad2806",
      "series_key": "ps_c68189cfbdcf3d80",
      "kind": "benchmark",
      "use_case_id": "robotaxi",
      "use_case_ids": [
        "robotaxi"
      ],
      "provider_id": null,
      "description": "Apollo Go Wuhan per-km distance charge (plus base/time fees)",
      "low": 2.7,
      "high": 3,
      "currency": "CNY",
      "unit": "per km",
      "region": "CN-Wuhan",
      "source_url": "https://m.wh.bendibao.com/news/181283.shtm",
      "as_of": "2024-07",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:629815ad2806cee3c4e3a50b919de2ffc18a7b9ed589bc4394f2268c324da9f3",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 0.4,
        "high": 0.45,
        "fx": {
          "pair": "CNY/USD",
          "rate": 0.149921,
          "cny_per_usd": 6.6702,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_6476f32e3182",
      "series_key": "ps_3ded08d189deab60",
      "kind": "benchmark",
      "use_case_id": "drone-light-show",
      "use_case_ids": [
        "drone-light-show"
      ],
      "provider_id": null,
      "description": "Average show cost (~257 drones, ~$309/drone) per SPH Engineering market analysis",
      "low": 90600,
      "high": 90600,
      "currency": "USD",
      "unit": "per show",
      "region": "GB",
      "source_url": "https://www.cyberdrone.com/pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:6476f32e31828a0917cb5c6c5c9d4e0756b714d0a0e2ccff09369a75bc448410",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 90600,
        "high": 90600,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_65cd28255304",
      "series_key": "ps_fb61ca65ab31f712",
      "kind": "benchmark",
      "use_case_id": "real-estate-drone-photography",
      "use_case_ids": [
        "real-estate-drone-photography"
      ],
      "provider_id": null,
      "description": "Part 107 drone photographers hourly rate",
      "low": 125,
      "high": 300,
      "currency": "USD",
      "unit": "per hour",
      "region": "US",
      "source_url": "https://www.amplifiles.ai/blog/real-estate-drone-photography-pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:65cd2825530472dd9aa44b9e1e2e109b35bf9fade2bf938f89f42d45a28a98a2",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 125,
        "high": 300,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_6aca160ac5b0",
      "series_key": "ps_ac66cbfdd3c268f8",
      "kind": "benchmark",
      "use_case_id": "real-estate-drone-photography",
      "use_case_ids": [
        "real-estate-drone-photography"
      ],
      "provider_id": null,
      "description": "Premium aerial video package (30-60s video + stills)",
      "low": 400,
      "high": 600,
      "currency": "USD",
      "unit": "per property",
      "region": "US",
      "source_url": "https://www.amplifiles.ai/blog/real-estate-drone-photography-pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
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      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 400,
        "high": 600,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_6baeb3d307db",
      "series_key": "ps_b1c9ffbe29d25193",
      "kind": "provider_published",
      "use_case_id": "robotic-lawn-mowing",
      "use_case_ids": [
        "robotic-lawn-mowing"
      ],
      "provider_id": "zippy-lawnz",
      "description": "Robotic mower installation: up to 1 acre $499; over 1 acre $799 (mower not included)",
      "low": 499,
      "high": 799,
      "currency": "USD",
      "unit": "per install",
      "region": "",
      "source_url": "https://zippylawnz.us/robotic-lawn-mower-installation",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:6baeb3d307db0dbd4c992d2ad8c102f08d837c6c97af3f8059b47ea614f00975",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 499,
        "high": 799,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_6d8921234da5",
      "series_key": "ps_52973498ec90db52",
      "kind": "benchmark",
      "use_case_id": "drone-mapping-orthomosaic",
      "use_case_ids": [
        "drone-mapping-orthomosaic"
      ],
      "provider_id": null,
      "description": "Drone photogrammetry / thermal inspection project, starting price",
      "low": 4500,
      "high": null,
      "currency": "MAD",
      "unit": "per project",
      "region": "MA",
      "source_url": "https://www.creatixstudio.ma/en/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:6d8921234da51905966a0bc67704280cf445bca59adbee98cd8337044cef3cf1",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 459,
        "high": null,
        "fx": {
          "pair": "MAD/USD",
          "rate": 0.101906,
          "mad_per_usd": 9.81292,
          "rate_date": "2026-10-23",
          "source": "ExchangeRate-API open access (fallback for currencies the ECB does not publish)",
          "source_url": "https://open.er-api.com/v6/latest/USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_6d9fd27b9802",
      "series_key": "ps_40b1a01faeebd192",
      "kind": "benchmark",
      "use_case_id": "uv-disinfection",
      "use_case_ids": [
        "uv-disinfection"
      ],
      "provider_id": null,
      "description": "UVD Robots Model C UV-C disinfection robot purchase (RobotLAB)",
      "low": 86900,
      "high": 86900,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/uvd-disinfection-robot/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:6d9fd27b98022090e7b25f292cb8a5746b3d24dc1b5bdd4ad8a5bcb7f6bbeaaf",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 86900,
        "high": 86900,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_6e85c549cafc",
      "series_key": "ps_c09fc68d53e600d2",
      "kind": "benchmark",
      "use_case_id": "cell-tower-inspection",
      "use_case_ids": [
        "cell-tower-inspection"
      ],
      "provider_id": null,
      "description": "Drone cell tower inspection, average US rate (higher for 5G/complex towers)",
      "low": 300,
      "high": 600,
      "currency": "USD",
      "unit": "per tower",
      "region": "US",
      "source_url": "https://scanixx.com/blogs/blog/the-cell-tower-drone-inspection-pricing-playbook-u-s-guide",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:6e85c549cafcead03e553057c03a5789072a72d1cb8ef7c268bbfdc5394d2e2f",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 300,
        "high": 600,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_6ecdbd85d6dc",
      "series_key": "ps_157a6359568f3346",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "robot-barista",
        "event-robot-rental"
      ],
      "provider_id": "oli-robotics",
      "description": "Oli robot barista purchase price (or lease from $4,990/mo incl. service)",
      "low": 59000,
      "high": 59000,
      "currency": "USD",
      "unit": "per unit",
      "region": "",
      "source_url": "https://olirobotics.com/pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:6ecdbd85d6dcb78215e2a6000da1af65eb171024000ffc5a6e51660547a89ecf",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 59000,
        "high": 59000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_6f0a2dc36443",
      "series_key": "ps_359327e14cf22ed2",
      "kind": "benchmark",
      "use_case_id": "drone-light-show",
      "use_case_ids": [
        "drone-light-show"
      ],
      "provider_id": null,
      "description": "Operator-published all-in range, fully choreographed show — Creative Skies",
      "low": 80,
      "high": 200,
      "currency": "USD",
      "unit": "per drone",
      "region": "US",
      "source_url": "https://www.creativeskies.com/blog/drone-show-cost-2026-pricing-guide/",
      "as_of": "2026",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:6f0a2dc364437522489b427e1e2e6337fd055f519c8110b9930fd9661b1dfa08",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 80,
        "high": 200,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_702af52e63f5",
      "series_key": "ps_948fb32886acafa0",
      "kind": "benchmark",
      "use_case_id": "drone-light-show",
      "use_case_ids": [
        "drone-light-show"
      ],
      "provider_id": null,
      "description": "Typical starting price for a custom drone show (Cyberdrone)",
      "low": 30000,
      "high": null,
      "currency": "USD",
      "unit": "per show",
      "region": "global",
      "source_url": "https://www.cyberdrone.com/pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:702af52e63f5ca408a2fe674e9b38335a0b7cd0b530634990ac276ee93423637",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 30000,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_70604cda5daf",
      "series_key": "ps_21efa3f8beb46f95",
      "kind": "benchmark",
      "use_case_id": "robotic-lawn-mowing",
      "use_case_ids": [
        "robotic-lawn-mowing"
      ],
      "provider_id": null,
      "description": "Buy: Mammotion LUBA 3 AWD wire-free robot mower (by coverage tier)",
      "low": 2399,
      "high": 3299,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://us.mammotion.com/products/luba-3-awd-robot-lawn-mower",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:70604cda5dafc7745f6a16037d3fd8ed078f9ad25905a834b2f8be4da00a41f2",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 2399,
        "high": 3299,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_7168c6faca63",
      "series_key": "ps_c83d0c4d2e1dc8c0",
      "kind": "benchmark",
      "use_case_id": "demolition-robots",
      "use_case_ids": [
        "demolition-robots"
      ],
      "provider_id": null,
      "description": "Brokk 70 remote demolition robot rental (Calgary): $520/day, $2,600/week",
      "low": 520,
      "high": 2600,
      "currency": "CAD",
      "unit": "per day / per week",
      "region": "CA",
      "source_url": "https://canwestconcrete.com/equipment-rentals/demolition-robots-rentals-calgary/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:7168c6faca6374bf5d82b6319fddab2c21141bedfa7dd1ef3e29dff7735e7522",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 372,
        "high": 1858,
        "fx": {
          "pair": "CAD/USD",
          "rate": 0.714541,
          "cad_per_usd": 1.3995,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_730cce581e51",
      "series_key": "ps_936698c09391f7ee",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "film-tv-aerial-cinematography",
        "industrial-plant-inspection",
        "drone-land-surveying",
        "lidar-mapping"
      ],
      "provider_id": "creatix-studio",
      "description": "Aerial video, photogrammetry and thermal inspection start from MAD 4,500 per project",
      "low": 4500,
      "high": null,
      "currency": "MAD",
      "unit": "per project",
      "region": "",
      "source_url": "https://www.creatixstudio.ma/en/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:730cce581e51ef36ce7dcb113e75ac6d29fc3cbd59ca595774e768ca30bdcff0",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 459,
        "high": null,
        "fx": {
          "pair": "MAD/USD",
          "rate": 0.101906,
          "mad_per_usd": 9.81292,
          "rate_date": "2026-10-23",
          "source": "ExchangeRate-API open access (fallback for currencies the ECB does not publish)",
          "source_url": "https://open.er-api.com/v6/latest/USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_7321d9240990",
      "series_key": "ps_0fe7cf0c463b5ed5",
      "kind": "provider_published",
      "use_case_id": "drone-light-show",
      "use_case_ids": [
        "drone-light-show"
      ],
      "provider_id": "cyberdrone",
      "description": "Drone light show, typical starting price (min. 100 drones)",
      "low": 30000,
      "high": null,
      "currency": "USD",
      "unit": "per show",
      "region": "",
      "source_url": "https://www.cyberdrone.com/pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:7321d92409904d1f46fb38a8a9de7c0961dc161461277c4ab339ad11bc065437",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 30000,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_7474396c4357",
      "series_key": "ps_f8c784f76a82470d",
      "kind": "benchmark",
      "use_case_id": "surgical-robot",
      "use_case_ids": [
        "surgical-robot"
      ],
      "provider_id": null,
      "description": "Capital price of a new Intuitive da Vinci 5 surgical system (ACS Bulletin)",
      "low": 1800000,
      "high": 2500000,
      "currency": "USD",
      "unit": "per system",
      "region": "US",
      "source_url": "https://www.facs.org/for-medical-professionals/news-publications/news-and-articles/bulletin/2026/february-2026-volume-111-issue-2/cost-of-robotic-surgery-remains-complex-equation/",
      "as_of": "2026-02",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:7474396c4357542c25b6d2c349e2d3fa2eb9395543e47ae1f5511217c78bec72",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 1800000,
        "high": 2500000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_76325fb9b780",
      "series_key": "ps_b20b9a166afe65de",
      "kind": "provider_published",
      "use_case_id": "crop-spraying-drone",
      "use_case_ids": [
        "crop-spraying-drone"
      ],
      "provider_id": "planon-ambiental",
      "description": "Liquid drone application typical range in Brazil",
      "low": 60,
      "high": 150,
      "currency": "BRL",
      "unit": "per hectare",
      "region": "",
      "source_url": "https://www.planonambiental.com.br/quanto-custa-a-pulverizacao-com-drone.html",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:76325fb9b7801fe182891dd96b8abff65945758534eb16adec53e05479355f25",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 11.89,
        "high": 29.72,
        "fx": {
          "pair": "BRL/USD",
          "rate": 0.198157,
          "brl_per_usd": 5.0465,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_7732665c220a",
      "series_key": "ps_b20177679c3825d2",
      "kind": "benchmark",
      "use_case_id": "crop-spraying-drone",
      "use_case_ids": [
        "crop-spraying-drone"
      ],
      "provider_id": null,
      "description": "Custom drone spraying survey average, Iowa 2026 (range $8-$16; chemicals not included)",
      "low": 8,
      "high": 16,
      "currency": "USD",
      "unit": "per acre",
      "region": "US-IA",
      "source_url": "https://farmratebook.com/operations/spray-drone/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:7732665c220a3ec8d4a76398a61e551e7a51bb9cfcdd3554c6b98ccf1570e386",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 8,
        "high": 16,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_77563deba2f8",
      "series_key": "ps_e9fa28824640c99c",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "water-tank-reservoir-inspection",
        "dam-spillway-inspection",
        "wind-turbine-blade-inspection",
        "roof-inspection-drone"
      ],
      "provider_id": "drone-services-ireland",
      "description": "ROV underwater inspection",
      "low": 900,
      "high": null,
      "currency": "EUR",
      "unit": "per day",
      "region": "",
      "source_url": "https://www.droneservicesireland.ie/drone-rov-underwater-inspection",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:77563deba2f8aaaf1953988e114fdd62b125c98062549a432a121bcbec92aad2",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 1007,
        "high": null,
        "fx": {
          "pair": "EUR/USD",
          "rate": 1.11929,
          "eur_per_usd": 0.89342,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_7a4543cbfbb0",
      "series_key": "ps_6d592b67464a7bc1",
      "kind": "benchmark",
      "use_case_id": "roof-inspection-drone",
      "use_case_ids": [
        "roof-inspection-drone"
      ],
      "provider_id": null,
      "description": "Residential drone roof inspection, standard visual — HomeGuide",
      "low": 150,
      "high": 400,
      "currency": "USD",
      "unit": "per inspection",
      "region": "US",
      "source_url": "https://homeguide.com/costs/drone-roof-inspection-cost",
      "as_of": "2026-01",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:7a4543cbfbb05529341d6944feac7c329e5d200fe2687c1532bf8be81a910224",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 150,
        "high": 400,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_7ac6bb15d5fb",
      "series_key": "ps_3f81be98b63721db",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "commercial-floor-scrubbing",
        "restaurant-serving-robot",
        "stem-education-robots",
        "humanoid-robot-rental"
      ],
      "provider_id": "robotlab",
      "description": "SoftBank Whiz vacuum robot: $25,000 or RaaS $699/mo",
      "low": 699,
      "high": 25000,
      "currency": "USD",
      "unit": "purchase or per month",
      "region": "",
      "source_url": "https://www.robotlab.com/store/whiz/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:7ac6bb15d5fb97b7acbfb6f2e6331926850d1001c0a337bff5282481b30bc0e6",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 699,
        "high": 25000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_7b7d025a2d0b",
      "series_key": "ps_9cacf33e1f613f9e",
      "kind": "provider_published",
      "use_case_id": "robotic-lawn-mowing",
      "use_case_ids": [
        "robotic-lawn-mowing"
      ],
      "provider_id": "smart-lawn-ny",
      "description": "Robotic mower installation packages",
      "low": 199,
      "high": 299,
      "currency": "USD",
      "unit": "per install",
      "region": "",
      "source_url": "https://smartlawnny.com/services.html",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:7b7d025a2d0b07bf13943cb84624dd0438dc9dbff41ef80a0fe8b65d2553916e",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 199,
        "high": 299,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_7beb59b80e51",
      "series_key": "ps_b1000766f735c6d9",
      "kind": "benchmark",
      "use_case_id": "wedding-drone-videography",
      "use_case_ids": [
        "wedding-drone-videography"
      ],
      "provider_id": null,
      "description": "Standalone wedding drone coverage",
      "low": 800,
      "high": 1500,
      "currency": "USD",
      "unit": "per wedding",
      "region": "US",
      "source_url": "https://www.droneservices.com/blog/best-drone-for-wedding-photography/",
      "as_of": "2026-10",
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      "current": true,
      "usd": {
        "currency": "USD",
        "low": 800,
        "high": 1500,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_7c0c57026413",
      "series_key": "ps_93768b32fc1f6136",
      "kind": "benchmark",
      "use_case_id": "event-aerial-photography",
      "use_case_ids": [
        "event-aerial-photography"
      ],
      "provider_id": null,
      "description": "Drone operator day rate by experience",
      "low": 450,
      "high": 2600,
      "currency": "USD",
      "unit": "per day",
      "region": "US",
      "source_url": "https://therateguide.com/drone-operator-day-rate",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:7c0c5702641350547420142428d6f47dee4e4b09d959da30233711480639d032",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 450,
        "high": 2600,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_7d70a6f83d81",
      "series_key": "ps_abcd57fd26212783",
      "kind": "benchmark",
      "use_case_id": "crop-spraying-drone",
      "use_case_ids": [
        "crop-spraying-drone"
      ],
      "provider_id": null,
      "description": "Drone crop spraying service (ADOZA)",
      "low": 200,
      "high": 200,
      "currency": "ZAR",
      "unit": "per hectare",
      "region": "ZA",
      "source_url": "https://adoza.net/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:7d70a6f83d81ce561d10378d6e7b869613634d6e0267926409f43ede1a0c0ef0",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 12.05,
        "high": 12.05,
        "fx": {
          "pair": "ZAR/USD",
          "rate": 0.0602497,
          "zar_per_usd": 16.5976,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_80c16c7bb160",
      "series_key": "ps_89a7f0a7f2586e2a",
      "kind": "benchmark",
      "use_case_id": "drone-pressure-washing",
      "use_case_ids": [
        "drone-pressure-washing"
      ],
      "provider_id": null,
      "description": "Drone roof soft washing: commercial $0.12-$0.25, residential $0.25-$0.35",
      "low": 0.12,
      "high": 0.35,
      "currency": "USD",
      "unit": "per sq ft",
      "region": "US",
      "source_url": "https://exteriordronewashing.com/services/drone-roof-cleaning",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:80c16c7bb160178bee8f34a155fbcf62dd130465be8ca83e63117d41813ca958",
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      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 0.12,
        "high": 0.35,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_8210aaf657d6",
      "series_key": "ps_16de5b1351c8aa93",
      "kind": "benchmark",
      "use_case_id": "industrial-exoskeleton",
      "use_case_ids": [
        "industrial-exoskeleton"
      ],
      "provider_id": null,
      "description": "Passive industrial exoskeleton (guide estimate); active systems from ~USD 9,900",
      "low": 5000,
      "high": 6000,
      "currency": "USD",
      "unit": "per unit",
      "region": "Global",
      "source_url": "https://fluxlane.eu/exoskelett-kaufen/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:8210aaf657d6f25faa6b85729fcc49069d9d5ca5f3e645ee5873bad8581d1032",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 5000,
        "high": 6000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_852a1c0bf49d",
      "series_key": "ps_274fe16fb3528fb3",
      "kind": "benchmark",
      "use_case_id": "cell-tower-inspection",
      "use_case_ids": [
        "cell-tower-inspection"
      ],
      "provider_id": null,
      "description": "Drone inspection billed per flight hour (RGB/thermal/LiDAR)",
      "low": 150,
      "high": 250,
      "currency": "USD",
      "unit": "per hour",
      "region": "US",
      "source_url": "https://scanixx.com/blogs/blog/the-cell-tower-drone-inspection-pricing-playbook-u-s-guide",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:852a1c0bf49daf9611d1625e9d57d5b690c76709f4c3ad95de6b6710f8b6cb48",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 150,
        "high": 250,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_85325b587256",
      "series_key": "ps_9ef7d93d6e729577",
      "kind": "benchmark",
      "use_case_id": "drone-pilot-training",
      "use_case_ids": [
        "drone-pilot-training"
      ],
      "provider_id": null,
      "description": "Drone Pilot Ground School (UAV Coach) Part 107 course",
      "low": 299,
      "high": 299,
      "currency": "USD",
      "unit": "per person",
      "region": "US",
      "source_url": "https://www.dronepilotgroundschool.com/pricing/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:85325b58725670b7515c8c7a1f383693c432469fb3692b5618f277a7c208e347",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 299,
        "high": 299,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_8a0ec4e102cd",
      "series_key": "ps_e4cd60166afb9a0a",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "robot-dog-rental",
        "research-robot-platforms",
        "humanoid-robot-rental",
        "industrial-plant-inspection",
        "robot-performer-dance",
        "security-patrol-robot"
      ],
      "provider_id": "unitree-robotics",
      "description": "Unitree Go2 quadruped robot (official store, from)",
      "low": 1600,
      "high": null,
      "currency": "USD",
      "unit": "per unit",
      "region": "",
      "source_url": "https://shop.unitree.com/products/unitree-go2",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:8a0ec4e102cd49469afa0fe63b7b2cf2a1997e745f162d127b92ed12864fd9c7",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 1600,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_8c776e98b2f5",
      "series_key": "ps_048fbefe7f0c39d5",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "crop-spraying-drone",
        "crop-scouting-ndvi",
        "drone-seeding-cover-crops"
      ],
      "provider_id": "agrosdrone",
      "description": "Drone fumigation from",
      "low": 290,
      "high": null,
      "currency": "MXN",
      "unit": "per hectare",
      "region": "",
      "source_url": "https://agrosdrone.com/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:8c776e98b2f5ceaee4f22d97ea29591891926687ad64b18371e37536863a82d0",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 15.44,
        "high": null,
        "fx": {
          "pair": "MXN/USD",
          "rate": 0.0532416,
          "mxn_per_usd": 18.7823,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_8d0655e7d1fc",
      "series_key": "ps_e47b3fe2345e549b",
      "kind": "benchmark",
      "use_case_id": "telepresence-robot",
      "use_case_ids": [
        "telepresence-robot"
      ],
      "provider_id": null,
      "description": "Buy: Double 3 telepresence robot standard set",
      "low": 4499,
      "high": 4499,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.doublerobotics.com/pricing-all.html",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:8d0655e7d1fc93c6277c8cdee593bb3a9c5a2f7b9f360e26e1e8007ff31ee45d",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 4499,
        "high": 4499,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_8d396899bda7",
      "series_key": "ps_9bda18d96f482483",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "event-robot-rental",
        "humanoid-robot-rental"
      ],
      "provider_id": "zmprobots",
      "description": "Humanoid robot self-service rental",
      "low": 299,
      "high": null,
      "currency": "USD",
      "unit": "per day",
      "region": "",
      "source_url": "https://www.zmprobots.com/robot-rental-for-events/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:8d396899bda7117f8fd13f0787382aeec3496615ba9448d59240f86708159307",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 299,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_8f5793e7cdd4",
      "series_key": "ps_c54bc73a89fd19b7",
      "kind": "benchmark",
      "use_case_id": "robot-barista",
      "use_case_ids": [
        "robot-barista"
      ],
      "provider_id": null,
      "description": "Robot barista event rental, all-inclusive with crew",
      "low": 4990,
      "high": null,
      "currency": "USD",
      "unit": "per day",
      "region": "US",
      "source_url": "https://olirobotics.com/robot-barista-rental-for-events",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:8f5793e7cdd46f7cbc3100fa6fd0adb57fe1510514f2d505bf8dd7be67bb63ee",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 4990,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_900b1f9aa06c",
      "series_key": "ps_e504af266f7cf111",
      "kind": "benchmark",
      "use_case_id": "sports-field-line-marking",
      "use_case_ids": [
        "sports-field-line-marking"
      ],
      "provider_id": null,
      "description": "Turf Tank Pro field-painting robot subscription (plus $1,500 setup)",
      "low": 15000,
      "high": 15000,
      "currency": "USD",
      "unit": "per year",
      "region": "US",
      "source_url": "https://www.unf.edu/procurement/files/Certified.rf.1-1-2023-Sole-Source-Quote-Turf-Tank.pdf",
      "as_of": "2023-01",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:900b1f9aa06ce9d38606cfe87ee4ff1c637b7a117e9c0f4b75d5dd32a063c1c6",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 15000,
        "high": 15000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_90acc7a3c38a",
      "series_key": "ps_3189c608f2bf419d",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "forestry-inventory",
        "lidar-mapping"
      ],
      "provider_id": "cropcopters-industrial",
      "description": "Drone forestry LiDAR/inventory packages up to 100 ha (capture + AI reporting), +$30-$45/ha beyond",
      "low": 2495,
      "high": 4995,
      "currency": "CAD",
      "unit": "per project",
      "region": "",
      "source_url": "https://www.cropcopters.com/forestry-intelligence",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:90acc7a3c38a1f1ec4153c8d9851adf4b2c8d561ebc145238828521fe25b35cb",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 1783,
        "high": 3569,
        "fx": {
          "pair": "CAD/USD",
          "rate": 0.714541,
          "cad_per_usd": 1.3995,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_95c8f08b6cf9",
      "series_key": "ps_e593b37cb7185e3f",
      "kind": "benchmark",
      "use_case_id": "forestry-inventory",
      "use_case_ids": [
        "forestry-inventory"
      ],
      "provider_id": null,
      "description": "Drone LiDAR forest inventory, projects of tens to hundreds of hectares (ex VAT)",
      "low": 30,
      "high": 80,
      "currency": "EUR",
      "unit": "per hectare",
      "region": "FR",
      "source_url": "https://c-drone.fr/en/guides/forest-carbon-inventory-drone-lidar-price/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:95c8f08b6cf98184301551205ff4371292e2a97e7b8329a548685b1ee74b45d5",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 33.58,
        "high": 89.54,
        "fx": {
          "pair": "EUR/USD",
          "rate": 1.11929,
          "eur_per_usd": 0.89342,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_972f71fd3ebf",
      "series_key": "ps_0de964cc6658c38e",
      "kind": "provider_published",
      "use_case_id": "robotic-lawn-mowing",
      "use_case_ids": [
        "robotic-lawn-mowing"
      ],
      "provider_id": "mammotion",
      "description": "LUBA 3 AWD wire-free robotic mower by coverage tier (official US store)",
      "low": 2399,
      "high": 3299,
      "currency": "USD",
      "unit": "per unit",
      "region": "",
      "source_url": "https://us.mammotion.com/products/luba-3-awd-robot-lawn-mower",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:972f71fd3ebfdb88b9d5c2f4cdfa3c970dd3d0acae6057a25a223d68bbe511a5",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 2399,
        "high": 3299,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_986a90a9f98e",
      "series_key": "ps_d5d9de7983fd85b8",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "drone-mapping-orthomosaic",
        "drone-land-surveying",
        "lidar-mapping"
      ],
      "provider_id": "northern-drone",
      "description": "Engineering-grade topographic mapping with ground control",
      "low": 50,
      "high": 150,
      "currency": "USD",
      "unit": "per acre",
      "region": "",
      "source_url": "https://www.northerndrone.com/pricing.html",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:986a90a9f98ed435dae58a91972bf28c145f7505a707a212e10f0aa18d6b77bf",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 50,
        "high": 150,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_99b0aa8f122b",
      "series_key": "ps_90ee4d39836d9638",
      "kind": "benchmark",
      "use_case_id": "thermal-building-inspection",
      "use_case_ids": [
        "thermal-building-inspection"
      ],
      "provider_id": null,
      "description": "Commercial thermal drone roof imaging: $500 base + $0.04/sq ft",
      "low": 500,
      "high": null,
      "currency": "USD",
      "unit": "per roof + $0.04/sq ft",
      "region": "US-South Central",
      "source_url": "https://assetroof.com/pricing/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:99b0aa8f122be4b8738a30ae5981b64727d9edc8933867bdf594b75985c9b97a",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 500,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_9a3dd279919b",
      "series_key": "ps_33a5d501323caa62",
      "kind": "benchmark",
      "use_case_id": "crop-spraying-drone",
      "use_case_ids": [
        "crop-spraying-drone"
      ],
      "provider_id": null,
      "description": "Drone spraying service in Indonesia, excl. chemicals",
      "low": 150000,
      "high": 400000,
      "currency": "IDR",
      "unit": "per hectare",
      "region": "ID",
      "source_url": "https://remotepilot.co.id/blog/berapa-biaya-sewa-jasa-drone-penyemprotan-pertanian-per-hektar",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:9a3dd279919b804244d522dcca2ee9db98c5e59b60873385b342c37537be6992",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 8.28,
        "high": 22.09,
        "fx": {
          "pair": "IDR/USD",
          "rate": 0.0000552242,
          "idr_per_usd": 18108,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_9e5b0d52668e",
      "series_key": "ps_14e4a4e402f558eb",
      "kind": "benchmark",
      "use_case_id": "hull-inspection-rov",
      "use_case_ids": [
        "hull-inspection-rov"
      ],
      "provider_id": null,
      "description": "ROV underwater inspection (Ireland), from",
      "low": 900,
      "high": null,
      "currency": "EUR",
      "unit": "per day",
      "region": "IE",
      "source_url": "https://www.droneservicesireland.ie/drone-rov-underwater-inspection",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:9e5b0d52668e07b268b420453998c9135f2683b4e25243f3beecdbb770e84d18",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 1007,
        "high": null,
        "fx": {
          "pair": "EUR/USD",
          "rate": 1.11929,
          "eur_per_usd": 0.89342,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_9ef01c77a707",
      "series_key": "ps_99400b5833ca008e",
      "kind": "benchmark",
      "use_case_id": "lab-automation",
      "use_case_ids": [
        "lab-automation"
      ],
      "provider_id": null,
      "description": "Buy: Opentrons Flex liquid handler with pipettes (list price)",
      "low": 38125,
      "high": 38125,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://shop.opentrons.com/opentrons-flex-robot/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:9ef01c77a7079d89c9e9b02f5c5896d1fd366a3e7b81031ef8a657e951d784ef",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 38125,
        "high": 38125,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_9fbbbb94540c",
      "series_key": "ps_0bc40c29bfb1d07d",
      "kind": "benchmark",
      "use_case_id": "high-rise-window-cleaning",
      "use_case_ids": [
        "high-rise-window-cleaning"
      ],
      "provider_id": null,
      "description": "Drone window/facade cleaning (Southern California)",
      "low": 0.25,
      "high": 0.5,
      "currency": "USD",
      "unit": "per sq ft",
      "region": "US-CA",
      "source_url": "https://www.peninsulapressurepro.com/commercial/drone-cleaning",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:9fbbbb94540c2e00842d125f445d158eaeecb4e98aa0064714871d5c49b9ea66",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 0.25,
        "high": 0.5,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_a0271600859a",
      "series_key": "ps_65de8faefd4fb1e4",
      "kind": "benchmark",
      "use_case_id": "humanoid-robot-rental",
      "use_case_ids": [
        "humanoid-robot-rental"
      ],
      "provider_id": null,
      "description": "Buy instead of rent: Unitree G1 humanoid list price",
      "low": 13500,
      "high": 15999,
      "currency": "USD",
      "unit": "per unit",
      "region": "global",
      "source_url": "https://shop.unitree.com/products/unitree-g1",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:a0271600859abda0a6fbecb7e0ec9918fb9228e0f04544b2e8213d98e98fb081",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 13500,
        "high": 15999,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_a1305c575562",
      "series_key": "ps_f6c054a7c66a44e4",
      "kind": "benchmark",
      "use_case_id": "indoor-drone-show",
      "use_case_ids": [
        "indoor-drone-show"
      ],
      "provider_id": null,
      "description": "UK indoor drone show, starting price",
      "low": 5000,
      "high": null,
      "currency": "GBP",
      "unit": "per show",
      "region": "GB",
      "source_url": "https://inflight.show/indoor-drone-light-shows/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:a1305c575562833926a843b9aac97b73e8d0612935a477e2e1e0ef8bb6d4e1de",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 6684,
        "high": null,
        "fx": {
          "pair": "GBP/USD",
          "rate": 1.33683,
          "gbp_per_usd": 0.74804,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_a18955da103e",
      "series_key": "ps_d567f2d4740afe36",
      "kind": "benchmark",
      "use_case_id": "restaurant-serving-robot",
      "use_case_ids": [
        "restaurant-serving-robot"
      ],
      "provider_id": null,
      "description": "Pudu BellaBot RaaS lease (RobotLAB)",
      "low": 409,
      "high": 409,
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/bellabot/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:a18955da103ee9ee8ac5971cbb331dce4955d78285d293801da99586c69807de",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 409,
        "high": 409,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_a2e297c03c06",
      "series_key": "ps_4a768e96739b0d22",
      "kind": "provider_published",
      "use_case_id": "robotic-massage",
      "use_case_ids": [
        "robotic-massage"
      ],
      "provider_id": "aescape",
      "description": "Single robotic massage session: 15/30/45/60 min = $29/$49/$69/$89",
      "low": 29,
      "high": 89,
      "currency": "USD",
      "unit": "per session",
      "region": "",
      "source_url": "https://www.aescape.com/packages",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:a2e297c03c06b23fcf0f3d1b3114aa6fc67c7ecd6b854bdf4c1635cec2f88c6d",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 29,
        "high": 89,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_a30ef2c89e09",
      "series_key": "ps_165b99786067431d",
      "kind": "benchmark",
      "use_case_id": "industrial-exoskeleton",
      "use_case_ids": [
        "industrial-exoskeleton"
      ],
      "provider_id": null,
      "description": "Passive industrial exoskeletons, manufacturer list prices in Europe (net)",
      "low": 2140.19,
      "high": 2900,
      "currency": "EUR",
      "unit": "per unit",
      "region": "EU",
      "source_url": "https://fluxlane.eu/exoskelett-kaufen/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:a30ef2c89e09c0a8982a833be8039b2e2f38d13337cf4bdb1ae3be67c8c63601",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 2396,
        "high": 3246,
        "fx": {
          "pair": "EUR/USD",
          "rate": 1.11929,
          "eur_per_usd": 0.89342,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_a3cac7729c70",
      "series_key": "ps_47e7fa07ae790d08",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "drone-pressure-washing",
        "high-rise-window-cleaning",
        "solar-panel-cleaning-home"
      ],
      "provider_id": "exterior-drone-washing",
      "description": "Drone roof soft wash: commercial $0.12-$0.25/sq ft; homes up to 3,000 sq ft $0.25-$0.35/sq ft",
      "low": 0.12,
      "high": 0.35,
      "currency": "USD",
      "unit": "per sq ft",
      "region": "",
      "source_url": "https://exteriordronewashing.com/services/drone-roof-cleaning",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:a3cac7729c70a9a56c1d116c70b00502e807f586befbe717e8aff220da058a72",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 0.12,
        "high": 0.35,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_a44ef9e03f87",
      "series_key": "ps_608583a1797ca6d3",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "robotic-milking",
        "barn-cleaning-feeding",
        "cattle-feeding-robot"
      ],
      "provider_id": "lely",
      "description": "Lely Astronaut A5 Next, indicative installed price (Swiss dealer listing) + ~€4,500/yr service",
      "low": 165000,
      "high": 165000,
      "currency": "EUR",
      "unit": "per robot",
      "region": "",
      "source_url": "https://farmshops.ch/machines/lely-astronaut/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:a44ef9e03f8722e9cee753d1afe01affaffec17e207d2817e5cf55238df1473a",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 184684,
        "high": 184684,
        "fx": {
          "pair": "EUR/USD",
          "rate": 1.11929,
          "eur_per_usd": 0.89342,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_a52ade83dc0a",
      "series_key": "ps_48e4f002e3efb94e",
      "kind": "benchmark",
      "use_case_id": "crop-spraying-drone",
      "use_case_ids": [
        "crop-spraying-drone"
      ],
      "provider_id": null,
      "description": "Custom drone spraying survey average, Ohio 2026 ($14.98 avg; range $8-$20)",
      "low": 8,
      "high": 20,
      "currency": "USD",
      "unit": "per acre",
      "region": "US-OH",
      "source_url": "https://farmratebook.com/operations/spray-drone/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:a52ade83dc0ab6fb466c0d1dbd3c84c5ec824b6db30b30ebc89906002f180af7",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 8,
        "high": 20,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_a65196c5e47d",
      "series_key": "ps_444f787d342a9315",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "rehabilitation-exoskeleton",
        "industrial-exoskeleton"
      ],
      "provider_id": "ekso-bionics",
      "description": "Ekso GT rehab exoskeleton to NHS: GBP 98,000/unit ex VAT, or rental GBP 1,650/month (NICE MIB93)",
      "low": 1650,
      "high": 98000,
      "currency": "GBP",
      "unit": "purchase or per month",
      "region": "",
      "source_url": "https://www.nice.org.uk/advice/mib93/resources/ekso-exoskeleton-for-rehabilitation-in-people-with-neurological-weakness-or-paralysis-63499466712517",
      "as_of": "2017-01",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:a65196c5e47dc101370ba42328683f7e940136a80d932fc61f9c5655371521d1",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 2206,
        "high": 131009,
        "fx": {
          "pair": "GBP/USD",
          "rate": 1.33683,
          "gbp_per_usd": 0.74804,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_a69169acffc9",
      "series_key": "ps_23a85d5239348ea6",
      "kind": "benchmark",
      "use_case_id": "solar-panel-cleaning-utility",
      "use_case_ids": [
        "solar-panel-cleaning-utility"
      ],
      "provider_id": null,
      "description": "Robotic cleaning-as-a-service, India utility-scale",
      "low": 0.45,
      "high": 0.7,
      "currency": "INR",
      "unit": "per panel per cycle",
      "region": "IN",
      "source_url": "https://taypro.in/solar-cleaning-capex-vs-opex",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:a69169acffc9559f903b175c2f8d2e84ac986553c81d5f44cde97030ab818015",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 0,
        "high": 0.01,
        "fx": {
          "pair": "INR/USD",
          "rate": 0.010533,
          "inr_per_usd": 94.94,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_a9af66ab9231",
      "series_key": "ps_c2082e3b94f31adb",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "construction-progress-monitoring",
        "drone-mapping-orthomosaic"
      ],
      "provider_id": "jeek-productions",
      "description": "Construction progress monitoring $300/flight or $1,000/month (4 weekly flights); maps from $500",
      "low": 300,
      "high": 1000,
      "currency": "USD",
      "unit": "per flight or per month",
      "region": "",
      "source_url": "https://www.jeekproductions.com/construction-services",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:a9af66ab923105c52772f1a55e09bc0e45d3f63baf1f419ff0ab972a723c4438",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 300,
        "high": 1000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_aae92638f3b1",
      "series_key": "ps_3608bb25e79dc8e8",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "commercial-floor-scrubbing",
        "commercial-vacuuming",
        "airport-terminal-cleaning",
        "parking-lot-sweeping"
      ],
      "provider_id": "gausium",
      "description": "Gausium robots via reseller RobotLAB: RaaS $829-$2,669/mo (36 mo) or purchase $29,600-$95,880",
      "low": 829,
      "high": 2669,
      "currency": "USD",
      "unit": "per month",
      "region": "",
      "source_url": "https://www.robotlab.com/manufacturers/gausium/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:aae92638f3b18ec43c0c1d155acb1fda1afb66bef73d3191c8beb879a3a873a7",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 829,
        "high": 2669,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_ab1ef3fe974c",
      "series_key": "ps_2c643a5e117b5397",
      "kind": "benchmark",
      "use_case_id": "real-estate-drone-photography",
      "use_case_ids": [
        "real-estate-drone-photography"
      ],
      "provider_id": null,
      "description": "Standard residential drone package (15-25 stills + short b-roll)",
      "low": 200,
      "high": 350,
      "currency": "USD",
      "unit": "per property",
      "region": "US",
      "source_url": "https://www.amplifiles.ai/blog/real-estate-drone-photography-pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:ab1ef3fe974c227451a595e568dcf4cb8900f38de024679f71084daf92266027",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 200,
        "high": 350,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_ab90432acb66",
      "series_key": "ps_4613ef061f170336",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "robot-dog-rental",
        "research-robot-platforms",
        "humanoid-robot-rental",
        "industrial-plant-inspection",
        "robot-performer-dance",
        "security-patrol-robot"
      ],
      "provider_id": "unitree-robotics",
      "description": "Unitree G1 humanoid robot (official store; list $15,999)",
      "low": 13500,
      "high": 15999,
      "currency": "USD",
      "unit": "per unit",
      "region": "",
      "source_url": "https://shop.unitree.com/products/unitree-g1",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:ab90432acb6654dfae825ffdd5aa0922a337b4259588ebf7c8be9fdb70d62e3a",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 13500,
        "high": 15999,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_ac09f72a0bc1",
      "series_key": "ps_4bcc8d22cf88fee4",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "drone-pressure-washing",
        "high-rise-window-cleaning",
        "drone-painting-spraying",
        "glass-roof-skylight-cleaning"
      ],
      "provider_id": "lucid-bots",
      "description": "Sherpa cleaning drone 'Refresh' subscription, 24 months, $0 down (tiers)",
      "low": 2950,
      "high": 4600,
      "currency": "USD",
      "unit": "per month",
      "region": "",
      "source_url": "https://pricing.lucidbots.com/refresh",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:ac09f72a0bc16e3906ab3ba745e264cb427df2a74930a3f10aa13e9982c68473",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 2950,
        "high": 4600,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_ac83ccb6564c",
      "series_key": "ps_388f128e16adbce0",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "security-patrol-robot",
        "indoor-security-robot",
        "loss-prevention-retail",
        "parking-enforcement-robot",
        "construction-site-security"
      ],
      "provider_id": "knightscope",
      "description": "Autonomous security robot subscription (brochure: 'as low as')",
      "low": 545,
      "high": null,
      "currency": "USD",
      "unit": "per month",
      "region": "",
      "source_url": "https://knightscope.com/hubfs/K1H-K5V5%20Brochure.pdf",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:ac83ccb6564c24fdb596cb0ccf14f02b331d529463b2ece87511d51e832980d2",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 545,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_ad1e6fc6f762",
      "series_key": "ps_338754a81242df07",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "high-rise-window-cleaning",
        "drone-pressure-washing"
      ],
      "provider_id": "peninsula-pressure-pro",
      "description": "Drone cleaning of glass/facades/roofs, project minimums apply",
      "low": 0.25,
      "high": 0.5,
      "currency": "USD",
      "unit": "per sq ft",
      "region": "",
      "source_url": "https://www.peninsulapressurepro.com/commercial/drone-cleaning",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:ad1e6fc6f762bc536237509d2ed8eacaf47f90419f928ebe18e99ffbf5899f42",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 0.25,
        "high": 0.5,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_ae2f1fa2909c",
      "series_key": "ps_36edb83f544da795",
      "kind": "benchmark",
      "use_case_id": "drone-fireworks-wedding",
      "use_case_ids": [
        "drone-fireworks-wedding"
      ],
      "provider_id": null,
      "description": "Private-event package (50 drones, 8 min, pre-programmed 'Will You Marry Me'/'Happy Birthday'), plus GST",
      "low": 15000,
      "high": null,
      "currency": "AUD",
      "unit": "per show",
      "region": "AU",
      "source_url": "https://droneskyshows.com.au/faqs/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:ae2f1fa2909c6ca9369f5f281a712fdb6bca982f974bef7b2f9b48d8660cc8f9",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 10534,
        "high": null,
        "fx": {
          "pair": "AUD/USD",
          "rate": 0.702247,
          "aud_per_usd": 1.424,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_af033df7effe",
      "series_key": "ps_0c3a2c3e1fda2269",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "Gausium autonomous scrubbers purchase price (RobotLAB)",
      "low": 29600,
      "high": 95880,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.robotlab.com/manufacturers/gausium/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:af033df7effed92a8d5b31ff13b5fe1710a98806e777be3accc50670afd953e0",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 29600,
        "high": 95880,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_b079db6005b2",
      "series_key": "ps_7e2d31ed98dae782",
      "kind": "benchmark",
      "use_case_id": "robot-photo-booth",
      "use_case_ids": [
        "robot-photo-booth"
      ],
      "provider_id": null,
      "description": "Glambot robotic camera rental, 2-5 hours (Florida)",
      "low": 1800,
      "high": 3200,
      "currency": "USD",
      "unit": "per event",
      "region": "US-FL",
      "source_url": "https://photoboothevents4u.com/glambot/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:b079db6005b275990f119a5338d3c05c72272f339024cfb6684b2216c6c60cc7",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 1800,
        "high": 3200,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_b6b9d69dbe3d",
      "series_key": "ps_59e26c5e8da17d20",
      "kind": "provider_published",
      "use_case_id": "robot-photo-booth",
      "use_case_ids": [
        "robot-photo-booth"
      ],
      "provider_id": "photobooth-events-4u",
      "description": "Glambot rental: 2 h $1,800, 3 h $2,400, 4-5 h $3,200",
      "low": 1800,
      "high": 3200,
      "currency": "USD",
      "unit": "per event",
      "region": "",
      "source_url": "https://photoboothevents4u.com/glambot/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:b6b9d69dbe3d5b75621e6632cd1f3897eff3c7fecf894d1d4040d82457d046dd",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 1800,
        "high": 3200,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_b8e1b06b7468",
      "series_key": "ps_c4d11a6e3e1dc154",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "thermal-building-inspection",
        "roof-inspection-drone"
      ],
      "provider_id": "aerial-precision-imaging",
      "description": "Residential thermal roof inspection $375-450; commercial moisture surveys $600-3,000+ (~$0.07/sq ft)",
      "low": 375,
      "high": 3000,
      "currency": "USD",
      "unit": "per inspection",
      "region": "",
      "source_url": "https://aerialprecisionimaging.com/property-inspections",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:b8e1b06b7468850ee5e758451a1dc1c8060666ecad6d38b5f13fcddae490e1fa",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 375,
        "high": 3000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_b9e69920e35a",
      "series_key": "ps_f3c90a3b362d65b1",
      "kind": "benchmark",
      "use_case_id": "surgical-robot",
      "use_case_ids": [
        "surgical-robot"
      ],
      "provider_id": null,
      "description": "Estimated Intuitive revenue per robotic operation (2024), a floor on per-case robot cost",
      "low": 3300,
      "high": 3300,
      "currency": "USD",
      "unit": "per procedure",
      "region": "Global",
      "source_url": "https://www.facs.org/for-medical-professionals/news-publications/news-and-articles/bulletin/2026/february-2026-volume-111-issue-2/cost-of-robotic-surgery-remains-complex-equation/",
      "as_of": "2026-02",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:b9e69920e35a8d22ceb1671622103737e2c5023239a2230bbeea2db72d395eec",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 3300,
        "high": 3300,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_bc854b75024d",
      "series_key": "ps_0d8c6d31493db5b7",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "commercial-vacuuming",
        "humanoid-robot-rental",
        "event-robot-rental",
        "museum-guide-robot",
        "hotel-concierge-robot",
        "advertising-guide-robot"
      ],
      "provider_id": "softbank-robotics",
      "description": "Whiz commercial vacuum robot via RobotLAB: $25,000 or RaaS $699/mo",
      "low": 699,
      "high": 25000,
      "currency": "USD",
      "unit": "purchase or per month",
      "region": "",
      "source_url": "https://www.robotlab.com/store/whiz/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:bc854b75024dfadce6a7f2ef0053a69097704ece6278b2b6eac77943a36860c8",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 699,
        "high": 25000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_bdd0fb4190f6",
      "series_key": "ps_d0960f69c143cf5b",
      "kind": "benchmark",
      "use_case_id": "drone-pilot-training",
      "use_case_ids": [
        "drone-pilot-training"
      ],
      "provider_id": null,
      "description": "Online FAA Part 107 prep course (Pilot Institute; FAA test fee $175 extra)",
      "low": 159,
      "high": 249,
      "currency": "USD",
      "unit": "per course",
      "region": "US",
      "source_url": "https://pilotinstitute.com/course/part-107-remote-pilot/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:bdd0fb4190f692b6c33d197574bc8ea442a1f3c445f1f0ed4e2887442d77e3be",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 159,
        "high": 249,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_bdde5080c6f9",
      "series_key": "ps_d1480a764ab2ff5c",
      "kind": "benchmark",
      "use_case_id": "security-patrol-robot",
      "use_case_ids": [
        "security-patrol-robot"
      ],
      "provider_id": null,
      "description": "Knightscope robots, effective rate on annual 24/7 Machine-as-a-Service contracts",
      "low": 6,
      "high": 12,
      "currency": "USD",
      "unit": "per hour",
      "region": "US",
      "source_url": "https://knightscope.com/blog/post/secure-our-country",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:bdde5080c6f95b31a35d2a2b11d15ff3d6fca4eb49f1e4210c798bf3c433e42d",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 6,
        "high": 12,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_bde132d023c9",
      "series_key": "ps_438b3f1db67cd3b9",
      "kind": "benchmark",
      "use_case_id": "stockpile-volume-measurement",
      "use_case_ids": [
        "stockpile-volume-measurement"
      ],
      "provider_id": null,
      "description": "Drone stockpile volumetric survey per visit (Northern Virginia)",
      "low": 900,
      "high": 2500,
      "currency": "USD",
      "unit": "per visit",
      "region": "US-VA",
      "source_url": "https://sandtair.com/volumetrics/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:bde132d023c99a6f85efd40f8056b5a58402d2785a88c21f102da255d96bbada",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 900,
        "high": 2500,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_bf3c5f98af02",
      "series_key": "ps_1d19193c72c9dd56",
      "kind": "benchmark",
      "use_case_id": "drone-light-show",
      "use_case_ids": [
        "drone-light-show"
      ],
      "provider_id": null,
      "description": "Municipal bid, 200–400 drone show, all-in (design, music, permits, crew, travel) — City of Mountain House RFP",
      "low": 185,
      "high": 195,
      "currency": "USD",
      "unit": "per drone",
      "region": "US",
      "source_url": "https://pub-mountainhouse.escribemeetings.com/FileStream.ashx?DocumentId=1171",
      "as_of": "2026-03",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:bf3c5f98af02f0f15289343c77c45f73563456212347769b964402dc25ae2a94",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 185,
        "high": 195,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_bfe19f8d6aad",
      "series_key": "ps_09c980e68cb60958",
      "kind": "provider_published",
      "use_case_id": "tennis-ball-collection",
      "use_case_ids": [
        "tennis-ball-collection"
      ],
      "provider_id": "tennibot",
      "description": "Tennibot Rover tennis ball collector (sale $2,275, list $3,500)",
      "low": 2275,
      "high": 3500,
      "currency": "USD",
      "unit": "per unit",
      "region": "",
      "source_url": "https://www.tennibot.com/tennis/ball-collector/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:bfe19f8d6aad17bd2c4e0f256e4b3d3515d7d82cd245d563c3ce1a828fb12edf",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 2275,
        "high": 3500,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_c0cd0d4fcb1c",
      "series_key": "ps_f4cd0c1b141925ae",
      "kind": "provider_published",
      "use_case_id": "palletizing-depalletizing",
      "use_case_ids": [
        "palletizing-depalletizing"
      ],
      "provider_id": "robot-palletizer-llc",
      "description": "FANUC CRX-30iA mobile cobot palletizer cell, starting price",
      "low": 94750,
      "high": null,
      "currency": "USD",
      "unit": "per cell",
      "region": "",
      "source_url": "https://www.robotpalletizer.com/crx.html",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c0cd0d4fcb1c284a26912c3f219ca69f68646a720f0bf8ee4d8f02bc1b602687",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 94750,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_c137f314aab4",
      "series_key": "ps_856260679c5ccd96",
      "kind": "provider_published",
      "use_case_id": "demolition-robots",
      "use_case_ids": [
        "demolition-robots"
      ],
      "provider_id": "canwest-concrete-cutting-coring",
      "description": "Brokk 70 demolition robot rental: 4-hour $416, day $520, week $2,600",
      "low": 416,
      "high": 2600,
      "currency": "CAD",
      "unit": "per rental period",
      "region": "",
      "source_url": "https://canwestconcrete.com/equipment-rentals/demolition-robots-rentals-calgary/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c137f314aab4df3ed43ed0c1b23214ba1ab9c3daeb9adba6073ac36d4dbbe1aa",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 297,
        "high": 1858,
        "fx": {
          "pair": "CAD/USD",
          "rate": 0.714541,
          "cad_per_usd": 1.3995,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_c13f3f68e4fb",
      "series_key": "ps_d4919ff44d5f0f86",
      "kind": "benchmark",
      "use_case_id": "robotic-lawn-mowing",
      "use_case_ids": [
        "robotic-lawn-mowing"
      ],
      "provider_id": null,
      "description": "Installation + boundary programming (Midwest Turf Tech)",
      "low": 500,
      "high": 500,
      "currency": "USD",
      "unit": "per mower",
      "region": "US-MN",
      "source_url": "https://www.midwestturftech.com/pages/services",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c13f3f68e4fb9785666a1b4f7b46cc2ef2ebd1a2cf169b9761333f2c33d23c71",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 500,
        "high": 500,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_c1c04558811a",
      "series_key": "ps_afa2dbf100b92b74",
      "kind": "provider_published",
      "use_case_id": "crop-spraying-drone",
      "use_case_ids": [
        "crop-spraying-drone"
      ],
      "provider_id": "nexag-nex-drones",
      "description": "Drone application floor price within 100 km of Franca/SP",
      "low": 85,
      "high": null,
      "currency": "BRL",
      "unit": "per hectare",
      "region": "",
      "source_url": "https://loja.nexdrones.com.br/pages/servico-de-aplicacao-nexag",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c1c04558811ab95aa5ad31b18cc29073dc56155367d4ef3574e328cfa635d077",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 16.84,
        "high": null,
        "fx": {
          "pair": "BRL/USD",
          "rate": 0.198157,
          "brl_per_usd": 5.0465,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_c2d8e8023378",
      "series_key": "ps_9d24aefe7dd2c729",
      "kind": "provider_published",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": "rendara-robotics",
      "description": "Floor-cleaning robot subscription",
      "low": 599,
      "high": null,
      "currency": "USD",
      "unit": "per month",
      "region": "",
      "source_url": "https://www.rendara.com/pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c2d8e8023378354f9477450b0d16ed1a63aafc359fdeda4501a6b3b55af035c7",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 599,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_c3c0f19c0960",
      "series_key": "ps_2d2f272b47cca551",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "solar-farm-thermal-inspection",
        "roof-inspection-drone"
      ],
      "provider_id": "altinest",
      "description": "Drone PV thermal inspection: <1 MWc €800-1,500; 1-10 MWc €1,500-4,500; >10 MWc €4,500-12,000",
      "low": 800,
      "high": 12000,
      "currency": "EUR",
      "unit": "per inspection",
      "region": "",
      "source_url": "https://altinest.fr/tarifs-drone/photovoltaique/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c3c0f19c09602bc349bbdf24e95661710cc0d8e87890e1b59dc790f5b094839a",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 895,
        "high": 13432,
        "fx": {
          "pair": "EUR/USD",
          "rate": 1.11929,
          "eur_per_usd": 0.89342,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_c4641a29625e",
      "series_key": "ps_d190d4a650ca7c4e",
      "kind": "benchmark",
      "use_case_id": "drone-light-show",
      "use_case_ids": [
        "drone-light-show"
      ],
      "provider_id": null,
      "description": "Typical Australian drone show range by scale",
      "low": 30000,
      "high": 750000,
      "currency": "AUD",
      "unit": "per show",
      "region": "AU",
      "source_url": "https://www.flyingglass.com.au/drone-show-guide/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c4641a29625ea543ad60ba3bbaa6ac9e2f81bbffc7b8f9a769c13a49114a9c6d",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 21067,
        "high": 526685,
        "fx": {
          "pair": "AUD/USD",
          "rate": 0.702247,
          "aud_per_usd": 1.424,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_c521d13d8deb",
      "series_key": "ps_b15d6505484524e6",
      "kind": "benchmark",
      "use_case_id": "indoor-drone-show",
      "use_case_ids": [
        "indoor-drone-show"
      ],
      "provider_id": null,
      "description": "Singapore indoor drone show (small fleet), per show",
      "low": 3000,
      "high": 5800,
      "currency": "SGD",
      "unit": "per show",
      "region": "SG",
      "source_url": "https://www.65drones.com/pages/summary-of-drone-activities",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c521d13d8deb8cc7bc9c217a5e5006b55b94225815f4750159c13a3aec80cf91",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 2346,
        "high": 4537,
        "fx": {
          "pair": "SGD/USD",
          "rate": 0.782167,
          "sgd_per_usd": 1.2785,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_c54b9f232419",
      "series_key": "ps_4de4f0fd6ab21548",
      "kind": "provider_published",
      "use_case_id": "crop-spraying-drone",
      "use_case_ids": [
        "crop-spraying-drone"
      ],
      "provider_id": "adoza",
      "description": "Drone spraying service",
      "low": 200,
      "high": 200,
      "currency": "ZAR",
      "unit": "per hectare",
      "region": "",
      "source_url": "https://adoza.net/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c54b9f2324196c95414cab0cbacdb277ff9b3ba06cb69fa2e9ef0b199db712f9",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 12.05,
        "high": 12.05,
        "fx": {
          "pair": "ZAR/USD",
          "rate": 0.0602497,
          "zar_per_usd": 16.5976,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_c59b4c5935ca",
      "series_key": "ps_2eff385121923768",
      "kind": "benchmark",
      "use_case_id": "wind-turbine-blade-inspection",
      "use_case_ids": [
        "wind-turbine-blade-inspection"
      ],
      "provider_id": null,
      "description": "Drone inspection within a farm campaign (excl. thermography/LPS)",
      "low": 350,
      "high": 700,
      "currency": "EUR",
      "unit": "per turbine",
      "region": "FR",
      "source_url": "https://c-drone.fr/en/guides/wind-turbine-drone-inspection-method-cost/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c59b4c5935ca2d9798c77e05a183dc8175793fa23df280c45cd42eee25b9c789",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 392,
        "high": 784,
        "fx": {
          "pair": "EUR/USD",
          "rate": 1.11929,
          "eur_per_usd": 0.89342,
          "rate_date": "2026-10-23",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-23, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261025_c690c15b574d",
      "series_key": "ps_55817996fa563fbd",
      "kind": "provider_published",
      "use_case_id": "robotic-lawn-mowing",
      "use_case_ids": [
        "robotic-lawn-mowing"
      ],
      "provider_id": "smart-lawn-ny",
      "description": "Annual robotic mower care plans",
      "low": 149,
      "high": 249,
      "currency": "USD",
      "unit": "per year",
      "region": "",
      "source_url": "https://smartlawnny.com/services.html",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c690c15b574da1625092d60794bdb248590d703f460648474e76250d13921261",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 149,
        "high": 249,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_c741cdb6f018",
      "series_key": "ps_a6cbbf94de776103",
      "kind": "benchmark",
      "use_case_id": "power-line-inspection",
      "use_case_ids": [
        "power-line-inspection"
      ],
      "provider_id": null,
      "description": "Reported contractor rates for drone power-line inspection",
      "low": 200,
      "high": 300,
      "currency": "USD",
      "unit": "per mile",
      "region": "US",
      "source_url": "https://encorinc.com/learn/powerline-substation-inspection",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c741cdb6f018f3bf3181032e5d678697df5cb8f5ae3e02c3fa47daf73bc64962",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 200,
        "high": 300,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_c7aaac9b3606",
      "series_key": "ps_c38df5ecaf0735e0",
      "kind": "provider_published",
      "use_case_id": "crop-spraying-drone",
      "use_case_ids": [
        "crop-spraying-drone"
      ],
      "provider_id": "southeast-drone-solutions",
      "description": "DJI Agras T50 from $19,999; spray-ready package $31,500",
      "low": 19999,
      "high": 31500,
      "currency": "USD",
      "unit": "per unit",
      "region": "",
      "source_url": "https://www.southeastdronesolutions.com/dji-agras-t50-for-sale",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c7aaac9b36067ac40b7cf0bfc1d702ded07038662fb9cfca09c51b548f0f5f20",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 19999,
        "high": 31500,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_c817b4092044",
      "series_key": "ps_ffdb929b26e1a911",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "event-robot-rental",
        "humanoid-robot-rental"
      ],
      "provider_id": "zmprobots",
      "description": "Full-service humanoid event booking with operator",
      "low": 1875,
      "high": null,
      "currency": "USD",
      "unit": "per day",
      "region": "",
      "source_url": "https://www.zmprobots.com/robot-rental-for-events/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c817b40920441170dfb72b0c61ab782641466ded60bd1b4f70f9c6c175023b58",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 1875,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_c8e5c35009c6",
      "series_key": "ps_42e1c5640459f7ac",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "telepresence-robot",
        "telepresence-event",
        "museum-guide-robot"
      ],
      "provider_id": "double-robotics",
      "description": "Double 3 telepresence robot standard set (base, head, dock); head-only $2,349",
      "low": 2349,
      "high": 4499,
      "currency": "USD",
      "unit": "per unit",
      "region": "",
      "source_url": "https://www.doublerobotics.com/pricing-all.html",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c8e5c35009c6ef640e26deb57c2b9278202935c5e7877ef2e48520b50bc9afe8",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 2349,
        "high": 4499,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_c95685714876",
      "series_key": "ps_74d36346da47d52d",
      "kind": "benchmark",
      "use_case_id": "crop-spraying-drone",
      "use_case_ids": [
        "crop-spraying-drone"
      ],
      "provider_id": null,
      "description": "US average custom drone spray rate, 2025 (down from $21 in 2024) — American Spray Drone Coalition survey",
      "low": 13,
      "high": 13,
      "currency": "USD",
      "unit": "per acre",
      "region": "US",
      "source_url": "https://americanspraydronecoalition.com/wp-content/uploads/2026/01/2025-ASDC-Impact-Survey-Results.pdf",
      "as_of": "2026-01",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c95685714876e65bf92fdf0984cf7cd326ed16b35681aab74a29867ff050b19b",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 13,
        "high": 13,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_c96dc8735fff",
      "series_key": "ps_a4387406b02b1efa",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "robotaxi",
        "autonomous-trucking"
      ],
      "provider_id": "waymo",
      "description": "Las Vegas published formula: $9.49 base + $1.23/mile + $0.45/min (before fees)",
      "low": 9.49,
      "high": null,
      "currency": "USD",
      "unit": "per trip base",
      "region": "",
      "source_url": "https://www.robotaxiatlas.com/waymo-price/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c96dc8735fff12bf5654c7a2f2e4d80f39ea80bb513ccffad4bc75c3392fbc48",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 9.49,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_c9c0b6459f6e",
      "series_key": "ps_9774488b57aa9910",
      "kind": "benchmark",
      "use_case_id": "cobot-machine-tending",
      "use_case_ids": [
        "cobot-machine-tending"
      ],
      "provider_id": null,
      "description": "RaaS machine tending example: six-axis Fanuc robot at ~$10/hour (Formic customer)",
      "low": 10,
      "high": 10,
      "currency": "USD",
      "unit": "per robot hour",
      "region": "US",
      "source_url": "https://www.plasticsmachinerymanufacturing.com/injection-molding/article/53067225/startups-automation-takes-over-potentially-dangerous-job",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c9c0b6459f6e5a6145ea3f9d9c4c6097e475f4f2937e89bb7bbee31dec9208bd",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 10,
        "high": 10,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_c9cc1b9bb91c",
      "series_key": "ps_fb8ba1e1c4c94acc",
      "kind": "benchmark",
      "use_case_id": "robotic-lawn-mowing",
      "use_case_ids": [
        "robotic-lawn-mowing"
      ],
      "provider_id": null,
      "description": "Professional robotic mower installation (local US installers)",
      "low": 199,
      "high": 799,
      "currency": "USD",
      "unit": "per install",
      "region": "US",
      "source_url": "https://zippylawnz.us/robotic-lawn-mower-installation",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c9cc1b9bb91c81767411e69c446d824d16db89310a97b72227cbabc55915ba0a",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": false,
      "usd": {
        "currency": "USD",
        "low": 199,
        "high": 799,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_c9d59c535828",
      "series_key": "ps_a0a2382610d38bd3",
      "kind": "benchmark",
      "use_case_id": "crop-scouting-ndvi",
      "use_case_ids": [
        "crop-scouting-ndvi"
      ],
      "provider_id": null,
      "description": "Agricultural RGB orthomosaic capture & processing ($250 minimum)",
      "low": 5,
      "high": 5,
      "currency": "USD",
      "unit": "per acre",
      "region": "US",
      "source_url": "https://www.flightpathag.com/services/rgb-mapping-orthomosaics",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c9d59c535828c133ad64895879e564e87efb70c7f90d38a76af1c642f5563d16",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 5,
        "high": 5,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_c9d8fd4fe984",
      "series_key": "ps_aa60a6ccdf0ef15d",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "site-surveying-total-station",
        "pile-driving-solar"
      ],
      "provider_id": "civ-robotics",
      "description": "CivNav autonomous surveying/staking rover rental",
      "low": 3000,
      "high": 3000,
      "currency": "USD",
      "unit": "per month",
      "region": "",
      "source_url": "https://www.civrobotics.com/pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c9d8fd4fe984be5cd02cfb07e9ba3d478cf356c798879d6058b0fa50a000bf11",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 3000,
        "high": 3000,
        "note": "Already in target currency; no conversion."
      }
    }
  ],
  "series": [
    {
      "series_key": "ps_29405d98ff2027db",
      "kind": "benchmark",
      "use_case_id": "wind-turbine-blade-inspection",
      "provider_id": null,
      "description": "Standard visual drone blade inspection",
      "currency": "USD",
      "unit": "per turbine",
      "region": "US",
      "source_url": "https://www.skyvisor.ai/wind-turbine-inspection-costs-roi/",
      "observations": 1,
      "first_observed_at": "2026-10-25T12:38:37.716Z",
      "last_observed_at": "2026-10-25T12:38:37.716Z",
      "current": true,
      "latest": {
        "low": 300,
        "high": 600,
        "as_of": "2026-10",
        "id": "po_20261025_00967bde081c"
      },
      "trend": null,
      "last_rechecked": {
        "checked_at": "2026-10-25T13:26:35.985Z",
        "result": "confirmed",
        "by": "automatic"
      }
    },
    {
      "series_key": "ps_f5edf4df2ee87a4f",
      "kind": "benchmark",
      "use_case_id": "sewer-pipe-inspection",
      "provider_id": null,
      "description": "Residential sewer line camera inspection, basic service",
      "currency": "USD",
      "unit": "per inspection",
      "region": "US",
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      "source_url": "https://c-drone.fr/en/guides/golf-course-sports-field-drone-mapping-irrigation-price/",
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      "region": "FR",
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      "region": "FR",
      "source_url": "https://c-drone.fr/en/guides/beach-lifeguard-drone-shark-detection-safety-cost/",
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      "description": "Standard visual drone pipeline patrol (photo/video, third-party works and erosion), tapering over a continuous stretch (C-DRONE price guide, France, observed 2026 range, excl. VAT)",
      "currency": "EUR",
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      "region": "FR",
      "source_url": "https://c-drone.fr/en/guides/pipeline-right-of-way-monitoring-drone-price/",
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    },
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      "region": "FR",
      "source_url": "https://c-drone.fr/en/guides/tunnel-underground-gallery-drone-inspection-gps-denied-navigation-price/",
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    },
    {
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      "description": "Regulatory and operational feasibility study for one medical drone delivery route (not a per-flight delivery price) (C-DRONE price guide, France, observed 2026 range, excl. VAT)",
      "currency": "EUR",
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      "source_url": "https://c-drone.fr/en/guides/medical-drone-delivery-regulation-examples-world/",
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    },
    {
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      "region": "FR",
      "source_url": "https://c-drone.fr/en/guides/electrical-substation-drone-thermal-inspection-price/",
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    },
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      "description": "Drone bird-deterrence campaign of 2–4 weeks at a landfill, port or industrial site (airports excluded) (C-DRONE price guide, France, observed 2026 range, excl. VAT)",
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      "unit": "per campaign",
      "region": "FR",
      "source_url": "https://c-drone.fr/en/guides/bird-hazard-drone-deterrence-airfield-industrial-site-landfill-price/",
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    },
    {
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      "description": "Full drone 3D model of an accident scene for reconstruction software (dense point cloud, cm accuracy) (C-DRONE price guide, France, observed 2026 range, excl. VAT)",
      "currency": "EUR",
      "unit": "per scene",
      "region": "FR",
      "source_url": "https://c-drone.fr/en/guides/drone-survey-road-accident-scene-expert-reconstruction-price/",
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    {
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      "description": "Full multi-point drone traffic study with detailed traffic report (C-DRONE price guide, France, observed 2026 range, excl. VAT)",
      "currency": "EUR",
      "unit": "per study",
      "region": "FR",
      "source_url": "https://c-drone.fr/en/guides/traffic-count-drone-survey-municipality-cost/",
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    },
    {
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      "kind": "benchmark",
      "use_case_id": "tank-inspection",
      "provider_id": null,
      "description": "Drone inspection campaign of several tanks on one depot, coordinated with HSE (C-DRONE price guide, France, observed 2026 range, excl. VAT)",
      "currency": "EUR",
      "unit": "per depot",
      "region": "FR",
      "source_url": "https://c-drone.fr/en/guides/storage-tank-hydrocarbon-drone-inspection-atex-price/",
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      "first_observed_at": "2026-10-25T20:26:06.955Z",
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    {
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      "provider_id": null,
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      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.posha.com/private-chef",
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        "as_of": "2026-10-25",
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    },
    {
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      "kind": "benchmark",
      "use_case_id": "chimney-inspection",
      "provider_id": null,
      "description": "Drone inspection of one chimney stack (four faces, crown, flashings, photo report) (C-DRONE price guide, France, observed 2026 range, excl. VAT)",
      "currency": "EUR",
      "unit": "per stack",
      "region": "FR",
      "source_url": "https://c-drone.fr/en/guides/chimney-stack-flue-drone-inspection-roof-price/",
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      "first_observed_at": "2026-10-25T20:26:06.955Z",
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    },
    {
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      "kind": "benchmark",
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      "provider_id": null,
      "description": "Full thermal drone mapping of a medium burnt area (10–50 ha) (C-DRONE price guide, France, observed 2026 range, excl. VAT)",
      "currency": "EUR",
      "unit": "per area",
      "region": "FR",
      "source_url": "https://c-drone.fr/en/guides/post-wildfire-hot-spot-detection-drone-thermal/",
      "observations": 1,
      "first_observed_at": "2026-10-25T20:26:06.955Z",
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    },
    {
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      "kind": "benchmark",
      "use_case_id": "mosquito-control-drone",
      "provider_id": null,
      "description": "Urgent targeted neighbourhood breeding-site mapping by drone after a reported case (mapping only) (C-DRONE price guide, France, observed 2026 range, excl. VAT)",
      "currency": "EUR",
      "unit": "per neighbourhood",
      "region": "FR",
      "source_url": "https://c-drone.fr/en/guides/mosquito-breeding-site-drone-survey-municipality-price/",
      "observations": 1,
      "first_observed_at": "2026-10-25T20:26:06.955Z",
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        "high": 900,
        "as_of": "2026-09-22",
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    },
    {
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      "kind": "benchmark",
      "use_case_id": "air-quality-monitoring",
      "provider_id": null,
      "description": "Drone pass with an onboard particle sensor (indicative dust concentration map) over a construction or industrial site (C-DRONE price guide, France, observed 2026 range, excl. VAT)",
      "currency": "EUR",
      "unit": "per pass",
      "region": "FR",
      "source_url": "https://c-drone.fr/en/guides/air-quality-dust-monitoring-drone-construction-industrial-site-price/",
      "observations": 1,
      "first_observed_at": "2026-10-25T20:26:06.955Z",
      "last_observed_at": "2026-10-25T20:26:06.955Z",
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        "as_of": "2026-09-22",
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    },
    {
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      "kind": "benchmark",
      "use_case_id": "cooling-tower-inspection",
      "provider_id": null,
      "description": "Drone visual inspection of one cooling tower or cooler (external flight, structure and crown, geolocated photo report) (C-DRONE price guide, France, observed 2026 range, excl. VAT)",
      "currency": "EUR",
      "unit": "per tower",
      "region": "FR",
      "source_url": "https://c-drone.fr/en/guides/cooling-tower-drone-inspection-legionella-price/",
      "observations": 1,
      "first_observed_at": "2026-10-25T20:26:06.955Z",
      "last_observed_at": "2026-10-25T20:26:06.955Z",
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      "latest": {
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        "high": 1000,
        "as_of": "2026-09-22",
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    },
    {
      "series_key": "ps_8a24a4dafc0f8389",
      "kind": "benchmark",
      "use_case_id": "gutter-cleaning-robot",
      "provider_id": null,
      "description": "SkyFull complete gutter clean: drone inspection, drone-assisted debris removal and manual clearing, from-price (SkySweep, Bay of Plenty, New Zealand; NZ dollars assumed)",
      "currency": "NZD",
      "unit": "per property",
      "region": "NZ",
      "source_url": "https://skysweep.jimdosite.com/prices/",
      "observations": 1,
      "first_observed_at": "2026-10-25T20:26:06.955Z",
      "last_observed_at": "2026-10-25T20:26:06.955Z",
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      "latest": {
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        "high": null,
        "as_of": "2026-10-25",
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      "trend": null,
      "last_rechecked": null
    },
    {
      "series_key": "ps_0c781994e9869af4",
      "kind": "benchmark",
      "use_case_id": "tank-inspection",
      "provider_id": null,
      "description": "Drone external visual inspection of one hydrocarbon storage tank (shell + roof, geolocated photo report) (C-DRONE price guide, France, observed 2026 range, excl. VAT)",
      "currency": "EUR",
      "unit": "per tank",
      "region": "FR",
      "source_url": "https://c-drone.fr/en/guides/storage-tank-hydrocarbon-drone-inspection-atex-price/",
      "observations": 1,
      "first_observed_at": "2026-10-25T20:26:06.955Z",
      "last_observed_at": "2026-10-25T20:26:06.955Z",
      "current": true,
      "latest": {
        "low": 600,
        "high": 1300,
        "as_of": "2026-09-22",
        "id": "po_20261025_57c3ee0797ca"
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      "trend": null,
      "last_rechecked": null
    },
    {
      "series_key": "ps_689b83f36c6acaa9",
      "kind": "benchmark",
      "use_case_id": "rail-track-inspection",
      "provider_id": null,
      "description": "Drone round of a plain-line railway catenary section (in segments, under possession) (C-DRONE price guide, France, observed 2026 range, excl. VAT)",
      "currency": "EUR",
      "unit": "per flying day",
      "region": "FR",
      "source_url": "https://c-drone.fr/en/guides/railway-catenary-overhead-line-drone-inspection-price/",
      "observations": 1,
      "first_observed_at": "2026-10-25T20:26:06.955Z",
      "last_observed_at": "2026-10-25T20:26:06.955Z",
      "current": true,
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      "source_url": "https://c-drone.fr/en/guides/pipeline-right-of-way-monitoring-drone-price/",
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      "region": "FR",
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      "region": "FR",
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      "unit": "per day",
      "region": "FR",
      "source_url": "https://c-drone.fr/en/guides/beach-lifeguard-drone-shark-detection-safety-cost/",
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      "unit": "per day",
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      "unit": "per corridor",
      "region": "FR",
      "source_url": "https://c-drone.fr/en/guides/power-line-vegetation-clearance-drone-lidar-corridor-price/",
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      "use_case_id": "counter-drone",
      "provider_id": null,
      "description": "Fixed RF drone-detection sensor with a few km range, installed (C-DRONE price guide, France, observed 2026 range, excl. VAT)",
      "currency": "EUR",
      "unit": "per sensor",
      "region": "FR",
      "source_url": "https://c-drone.fr/en/guides/malicious-drone-detection-sensitive-site-technology-price/",
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      "use_case_id": "confined-space-inspection",
      "provider_id": null,
      "description": "Caged indoor drone inspection of one tank or confined volume, half-day (C-DRONE price guide, France, observed 2026 range, excl. VAT)",
      "currency": "EUR",
      "unit": "per half day",
      "region": "FR",
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