[{"id":"real-estate-drone-photography","name":"Real estate drone photography","category_id":"aerial","description":"Aerial photos and video of a home or property for listings.","buyer_phrases":["drone photos for house listing","aerial real estate photography","drone video of my property"],"robot_types":["camera drone"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[{"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"},{"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"},{"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"},{"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"}],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"wedding-drone-videography","name":"Wedding drone videography","category_id":"aerial","description":"Aerial footage of weddings and venues to complement the ground videographer.","buyer_phrases":["drone at my wedding","wedding aerial video","drone videographer wedding"],"robot_types":["camera drone"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[{"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"},{"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"}],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"event-aerial-photography","name":"Event aerial photography & video","category_id":"aerial","description":"Drone coverage of festivals, sports, concerts and corporate events.","buyer_phrases":["drone filming event","aerial event coverage","drone for festival"],"robot_types":["camera drone"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[{"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"}],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"fpv-cinematography","name":"FPV drone cinematography","category_id":"aerial","description":"Fast, immersive first-person-view drone shots for films, ads and music videos.","buyer_phrases":["FPV drone pilot","fly-through video","cinewhoop","FPV drone for commercial"],"robot_types":["FPV drone","cinewhoop"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[{"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"},{"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"}],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"film-tv-aerial-cinematography","name":"Film & TV aerial cinematography","category_id":"aerial","description":"Heavy-lift cinema drones carrying professional cameras for film and broadcast.","buyer_phrases":["cinema drone","aerial unit for film","drone with RED/ARRI camera"],"robot_types":["heavy-lift cinema drone"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[{"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"}],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"construction-progress-monitoring","name":"Construction progress monitoring by drone","category_id":"aerial","description":"Recurring aerial capture of job sites to track progress, stockpiles and compare to plans.","buyer_phrases":["drone site progress photos","construction drone monitoring","weekly drone flyover job site"],"robot_types":["mapping drone","camera drone"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[{"description":"Drone construction progress monitoring, weekly flights (West Michigan)","low":1000,"high":1000,"currency":"USD","unit":"per month","region":"US-MI","source_url":"https://www.jeekproductions.com/construction-services","as_of":"2026-10"},{"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"}],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"drone-mapping-orthomosaic","name":"Drone mapping & orthomosaics","category_id":"aerial","description":"Georeferenced high-resolution maps of land or sites.","buyer_phrases":["drone map of land","orthomosaic","aerial mapping service"],"robot_types":["mapping drone","RTK drone"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[{"description":"Basic drone mapping (US published rates; minimums $500-$1,500)","low":10,"high":30,"currency":"USD","unit":"per acre","region":"US","source_url":"https://www.northerndrone.com/pricing.html","as_of":"2026-10"},{"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"}],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"drone-land-surveying","name":"Drone land surveying & topography","category_id":"aerial","description":"Topographic surveys, contours and digital terrain models using photogrammetry or LiDAR.","buyer_phrases":["drone topographic survey","contour survey drone","LiDAR survey"],"robot_types":["RTK drone","LiDAR drone"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[{"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"}],"regulatory_notes":"Survey-grade deliverables usually must be certified by a licensed land surveyor; drone flights follow Part 107/EASA/local rules.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"lidar-mapping","name":"Aerial LiDAR mapping","category_id":"aerial","description":"LiDAR scanning from drones to map terrain under vegetation, corridors and structures.","buyer_phrases":["LiDAR drone survey","bare earth model","aerial LiDAR"],"robot_types":["LiDAR drone"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[{"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"}],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"stockpile-volume-measurement","name":"Stockpile volume measurement","category_id":"aerial","description":"Drone-based volumetrics for aggregates, coal, mulch and other stockpiles.","buyer_phrases":["stockpile measurement drone","aggregate volume survey","inventory volumes drone"],"robot_types":["mapping drone"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[{"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"}],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"roof-inspection-drone","name":"Roof inspection by drone","category_id":"aerial","description":"Drone photos and measurements of roofs for condition, repairs or quoting.","buyer_phrases":["drone roof inspection","roof survey drone","check my roof with a drone"],"robot_types":["camera drone"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[{"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"},{"description":"Drone roof inspection billed by flight time","low":80,"high":250,"currency":"USD","unit":"per hour","region":"US","source_url":"https://www.angi.com/articles/drone-roof-inspection-cost.htm","as_of":"2026-10"},{"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"},{"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"}],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"insurance-claims-imagery","name":"Insurance claims aerial imagery","category_id":"aerial","description":"Drone imagery for property insurance claims, catastrophe response and underwriting.","buyer_phrases":["drone for insurance claim","storm damage drone","catastrophe drone inspection"],"robot_types":["camera drone"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[{"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"}],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"thermal-building-inspection","name":"Thermal building envelope inspection","category_id":"aerial","description":"Thermal drone scans to find heat loss, moisture and roof leaks.","buyer_phrases":["thermal drone roof leak","infrared building survey","heat loss drone"],"robot_types":["thermal drone"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[{"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"},{"description":"Single residential thermal roof inspection (North Texas)","low":375,"high":450,"currency":"USD","unit":"per inspection","region":"US-TX","source_url":"https://aerialprecisionimaging.com/property-inspections","as_of":"2026-10"}],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"facade-inspection","name":"Facade inspection by drone","category_id":"aerial","description":"Close-up inspection of building facades for cracks, spalling and compliance (e.g., NYC FISP).","buyer_phrases":["facade inspection drone","building exterior inspection","local law 11 drone"],"robot_types":["camera drone","tethered drone"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"bridge-inspection-drone","name":"Bridge inspection by drone","category_id":"aerial","description":"Drone inspection of bridge decks, girders and bearings to reduce lane closures.","buyer_phrases":["drone bridge inspection","bridge survey UAV"],"robot_types":["camera drone","collision-tolerant drone"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[],"regulatory_notes":"Bridge inspections must meet NBIS (US) or national standards with a qualified inspector; drone rules apply.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"cell-tower-inspection","name":"Telecom tower inspection & audit","category_id":"aerial","description":"Drone inspection, antenna audits and 3D models of cell towers.","buyer_phrases":["cell tower drone inspection","telecom tower audit","antenna inventory drone"],"robot_types":["camera drone"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[{"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"},{"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"}],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"drone-delivery-medical","name":"Medical drone delivery","category_id":"aerial","description":"Drone transport of blood, samples, vaccines and medicines between facilities.","buyer_phrases":["drone medical delivery","blood delivery drone","lab sample drone"],"robot_types":["fixed-wing delivery drone","VTOL drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"aerial-advertising-drone","name":"Drone advertising & banner flights","category_id":"aerial","description":"Drones carrying banners or forming logos in the sky for marketing.","buyer_phrases":["drone advertising","drone banner","sky advertising drone"],"robot_types":["camera drone","show drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"drone-pilot-training","name":"Drone pilot training","category_id":"aerial","description":"Training courses for Part 107, EASA A2/STS and commercial drone operations.","buyer_phrases":["drone license course","Part 107 training","drone pilot school"],"robot_types":["training drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[{"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"},{"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"}],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"drone-search-lost-pet","name":"Lost pet search by drone","category_id":"aerial","description":"Thermal drones searching for lost dogs, cats and livestock.","buyer_phrases":["drone find lost dog","thermal drone pet search"],"robot_types":["thermal drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[{"description":"Thermal drone lost-pet search, up to 90 min, plus $1/round-trip mile (Iron Sight Imagery, Gadsden AL)","low":200,"high":null,"currency":"USD","unit":"per search","region":"US-AL","source_url":"https://www.iron-sight-imagery.com/animal-search","as_of":"2026-10-25"},{"description":"2-hour thermal drone pet/livestock search, extended $100/hour (Northstar Drone Solutions, Michigan)","low":250,"high":null,"currency":"USD","unit":"per search","region":"US-MI","source_url":"https://www.northstardronesolutions.com/pet-livestock-recovery","as_of":"2026-10-25"},{"description":"Two-hour minimum drone search, travel $95/hour extra (NorCal Lost Pet Recovery, Vacaville CA)","low":350,"high":null,"currency":"USD","unit":"per search","region":"US-CA","source_url":"https://www.norcallostpet.com/fees","as_of":"2026-10-25"}],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"drone-gender-reveal-confetti","name":"Drone payload drops for celebrations","category_id":"aerial","description":"Drones dropping confetti, flowers or reveal powder at events.","buyer_phrases":["drone confetti drop","gender reveal drone","drone flower petal drop"],"robot_types":["payload drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"tethered-drone-surveillance","name":"Tethered drone persistent overwatch","category_id":"aerial","description":"Tethered drones providing hours-long aerial monitoring for events, sites or comms relay.","buyer_phrases":["tethered drone","persistent aerial surveillance","drone mast"],"robot_types":["tethered drone"],"engagement_models":["rental","service","purchase"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"drone-as-a-first-responder","name":"Drone as first responder (DFR)","category_id":"aerial","description":"Dock-based drones dispatched automatically to 911 calls or alarms.","buyer_phrases":["DFR program","drone first responder","drone 911 response"],"robot_types":["docked drone"],"engagement_models":["raas","purchase"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[{"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"}],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"drone-in-a-box-monitoring","name":"Drone-in-a-box site monitoring","category_id":"aerial","description":"Autonomous docked drones flying scheduled missions at industrial sites.","buyer_phrases":["drone in a box","autonomous drone dock","remote drone operations"],"robot_types":["docked drone"],"engagement_models":["raas","purchase"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"archaeology-heritage-survey","name":"Archaeological & heritage site survey","category_id":"aerial","description":"Drone photogrammetry and LiDAR to document heritage sites and find features.","buyer_phrases":["drone archaeology","heritage 3D scan drone"],"robot_types":["LiDAR drone","mapping drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"golf-course-mapping","name":"Golf course mapping & flyovers","category_id":"aerial","description":"Hole flyover videos and turf health mapping for golf courses.","buyer_phrases":["golf course drone flyover","golf hole video drone"],"robot_types":["camera drone","multispectral drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"mine-site-drone-survey","name":"Quarry & mine drone surveys","category_id":"aerial","description":"Regular drone surveys of quarries and pits for volumes, compliance and planning.","buyer_phrases":["quarry drone survey","mine survey drone"],"robot_types":["RTK drone","LiDAR drone"],"engagement_models":["service","raas"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"traffic-monitoring-drone","name":"Traffic & crowd monitoring by drone","category_id":"aerial","description":"Aerial monitoring of traffic flow, incidents and crowd density.","buyer_phrases":["traffic drone study","crowd monitoring drone"],"robot_types":["camera drone","tethered drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"drone-3d-modeling-digital-twin","name":"3D modeling & digital twins","category_id":"aerial","description":"Photogrammetry-based 3D models and digital twins of buildings, plants and sites.","buyer_phrases":["3D model drone","digital twin drone scan"],"robot_types":["mapping drone","LiDAR drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"chimney-inspection","name":"Chimney & stack inspection","category_id":"aerial","description":"Drone or crawler camera inspection of chimneys, flues and industrial stacks.","buyer_phrases":["chimney inspection drone","stack inspection","flue camera"],"robot_types":["camera drone","chimney camera robot"],"engagement_models":["service"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"drone-water-sampling","name":"Drone water sampling","category_id":"aerial","description":"Drones collecting water samples from lakes, ponds and tailings without boats.","buyer_phrases":["drone water sample","water sampling UAV"],"robot_types":["sampling drone"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"drone-cargo-heavy-lift","name":"Heavy-lift cargo drone transport","category_id":"aerial","description":"Large drones moving cargo to remote sites, ships, mountains or across water.","buyer_phrases":["cargo drone","heavy lift drone delivery","drone transport materials"],"robot_types":["heavy-lift drone"],"engagement_models":["service","rental","purchase"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"drone-power-line-stringing","name":"Drone power line stringing","category_id":"aerial","description":"Drones pulling pilot lines across spans for power line and fiber construction.","buyer_phrases":["drone line stringing","pilot line drone"],"robot_types":["heavy-lift drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"drone-tree-trimming","name":"Drone tree trimming","category_id":"aerial","description":"Saw-equipped drones trimming vegetation near power lines and hard-to-reach trees.","buyer_phrases":["drone tree trimming","aerial saw drone"],"robot_types":["saw drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"drone-painting-spraying","name":"Drone painting & coating","category_id":"aerial","description":"Drones spraying paint or coatings on buildings, tanks and structures.","buyer_phrases":["drone painting building","drone coating spray"],"robot_types":["spray drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"commercial-floor-scrubbing","name":"Commercial floor scrubbing","category_id":"cleaning-facilities","description":"Autonomous ride-on or walk-behind scrubbers cleaning large hard floors.","buyer_phrases":["robot floor scrubber","autonomous floor cleaning machine","robotic scrubber rental"],"robot_types":["autonomous floor scrubber"],"engagement_models":["raas","purchase","rental","service"],"what_to_specify_in_rfq":["facility type","square footage / m² to be cleaned","floor types","cleaning frequency and hours","existing janitorial setup","Wi-Fi and elevator access","contract length"],"price_benchmarks":[{"description":"Autonomous floor-cleaning robot subscription (Rendara), starting price","low":599,"high":null,"currency":"USD","unit":"per month","region":"US","source_url":"https://www.rendara.com/pricing","as_of":"2026-10"},{"description":"Gausium autonomous scrubbers via RobotLAB: RaaS on 36-month term","low":829,"high":2669,"currency":"USD","unit":"per month","region":"US","source_url":"https://www.robotlab.com/manufacturers/gausium/","as_of":"2026-10"},{"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"},{"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"}],"regulatory_notes":"Generally unregulated; follow workplace safety rules (OSHA/HSE) and check building insurance for autonomous equipment.","buyer_tips":["RaaS monthly plans usually include maintenance; compare to purchase over 3-5 years.","Robots handle open repetitive floor area; budget humans for edges and spot work.","Ask for a pilot/trial period on your actual floors."]},{"id":"commercial-vacuuming","name":"Commercial carpet vacuuming","category_id":"cleaning-facilities","description":"Robotic vacuums for offices, hotels and airports.","buyer_phrases":["commercial robot vacuum","office vacuum robot"],"robot_types":["commercial robotic vacuum"],"engagement_models":["raas","purchase","rental","service"],"what_to_specify_in_rfq":["facility type","square footage / m² to be cleaned","floor types","cleaning frequency and hours","existing janitorial setup","Wi-Fi and elevator access","contract length"],"price_benchmarks":[{"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"},{"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"},{"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"}],"regulatory_notes":"Generally unregulated; follow workplace safety rules (OSHA/HSE) and check building insurance for autonomous equipment.","buyer_tips":["RaaS monthly plans usually include maintenance; compare to purchase over 3-5 years.","Robots handle open repetitive floor area; budget humans for edges and spot work.","Ask for a pilot/trial period on your actual floors."]},{"id":"high-rise-window-cleaning","name":"High-rise window & facade cleaning","category_id":"cleaning-facilities","description":"Robots or drones cleaning skyscraper glass and facades instead of rope access crews.","buyer_phrases":["skyscraper window cleaning robot","facade cleaning drone","building window washing drone"],"robot_types":["facade cleaning robot","cleaning drone"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["facility type","square footage / m² to be cleaned","floor types","cleaning frequency and hours","existing janitorial setup","Wi-Fi and elevator access","contract length"],"price_benchmarks":[{"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"},{"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"},{"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"},{"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"}],"regulatory_notes":"Generally unregulated; follow workplace safety rules (OSHA/HSE) and check building insurance for autonomous equipment.","buyer_tips":["RaaS monthly plans usually include maintenance; compare to purchase over 3-5 years.","Robots handle open repetitive floor area; budget humans for edges and spot work.","Ask for a pilot/trial period on your actual floors."]},{"id":"drone-pressure-washing","name":"Drone pressure washing & soft washing","category_id":"cleaning-facilities","description":"Tethered spray drones washing roofs, walls, signs and tanks.","buyer_phrases":["drone soft wash","drone roof cleaning","pressure washing drone"],"robot_types":["spray drone"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["facility type","square footage / m² to be cleaned","floor types","cleaning frequency and hours","existing janitorial setup","Wi-Fi and elevator access","contract length"],"price_benchmarks":[{"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"},{"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"}],"regulatory_notes":"Generally unregulated; follow workplace safety rules (OSHA/HSE) and check building insurance for autonomous equipment.","buyer_tips":["RaaS monthly plans usually include maintenance; compare to purchase over 3-5 years.","Robots handle open repetitive floor area; budget humans for edges and spot work.","Ask for a pilot/trial period on your actual floors."]},{"id":"uv-disinfection","name":"UV disinfection robots","category_id":"cleaning-facilities","description":"Mobile UV-C robots disinfecting rooms in hospitals, hotels and transit.","buyer_phrases":["UV disinfection robot","UV-C robot room","germ killing robot"],"robot_types":["UV-C robot"],"engagement_models":["purchase","rental","raas"],"what_to_specify_in_rfq":["facility type","square footage / m² to be cleaned","floor types","cleaning frequency and hours","existing janitorial setup","Wi-Fi and elevator access","contract length"],"price_benchmarks":[{"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"}],"regulatory_notes":"Generally unregulated; follow workplace safety rules (OSHA/HSE) and check building insurance for autonomous equipment.","buyer_tips":["RaaS monthly plans usually include maintenance; compare to purchase over 3-5 years.","Robots handle open repetitive floor area; budget humans for edges and spot work.","Ask for a pilot/trial period on your actual floors."]},{"id":"graffiti-removal","name":"Graffiti removal","category_id":"cleaning-facilities","description":"Robots and drones removing or painting over graffiti on walls and structures.","buyer_phrases":["graffiti removal robot","drone graffiti cleaning"],"robot_types":["spray drone","wall robot"],"engagement_models":["service"],"what_to_specify_in_rfq":["facility type","square footage / m² to be cleaned","floor types","cleaning frequency and hours","existing janitorial setup","Wi-Fi and elevator access","contract length"],"price_benchmarks":[],"regulatory_notes":"Generally unregulated; follow workplace safety rules (OSHA/HSE) and check building insurance for autonomous equipment.","buyer_tips":["RaaS monthly plans usually include maintenance; compare to purchase over 3-5 years.","Robots handle open repetitive floor area; budget humans for edges and spot work.","Ask for a pilot/trial period on your actual floors."]},{"id":"duct-cleaning","name":"HVAC duct cleaning & inspection","category_id":"cleaning-facilities","description":"Robotic crawlers that inspect and brush-clean air ducts.","buyer_phrases":["duct cleaning robot","air duct robot inspection"],"robot_types":["duct cleaning robot"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["facility type","square footage / m² to be cleaned","floor types","cleaning frequency and hours","existing janitorial setup","Wi-Fi and elevator access","contract length"],"price_benchmarks":[],"regulatory_notes":"Generally unregulated; follow workplace safety rules (OSHA/HSE) and check building insurance for autonomous equipment.","buyer_tips":["RaaS monthly plans usually include maintenance; compare to purchase over 3-5 years.","Robots handle open repetitive floor area; budget humans for edges and spot work.","Ask for a pilot/trial period on your actual floors."]},{"id":"glass-roof-skylight-cleaning","name":"Glass roof & atrium cleaning","category_id":"cleaning-facilities","description":"Robots cleaning glass roofs, skylights and atriums.","buyer_phrases":["glass roof cleaning robot","skylight cleaning"],"robot_types":["glass roof cleaning robot"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["facility type","square footage / m² to be cleaned","floor types","cleaning frequency and hours","existing janitorial setup","Wi-Fi and elevator access","contract length"],"price_benchmarks":[],"regulatory_notes":"Generally unregulated; follow workplace safety rules (OSHA/HSE) and check building insurance for autonomous equipment.","buyer_tips":["RaaS monthly plans usually include maintenance; compare to purchase over 3-5 years.","Robots handle open repetitive floor area; budget humans for edges and spot work.","Ask for a pilot/trial period on your actual floors."]},{"id":"restroom-cleaning","name":"Restroom cleaning robots","category_id":"cleaning-facilities","description":"Robots that autonomously clean commercial restrooms.","buyer_phrases":["restroom cleaning robot","toilet cleaning robot"],"robot_types":["restroom cleaning robot"],"engagement_models":["raas","purchase"],"what_to_specify_in_rfq":["facility type","square footage / m² to be cleaned","floor types","cleaning frequency and hours","existing janitorial setup","Wi-Fi and elevator access","contract length"],"price_benchmarks":[],"regulatory_notes":"Generally unregulated; follow workplace safety rules (OSHA/HSE) and check building insurance for autonomous equipment.","buyer_tips":["RaaS monthly plans usually include maintenance; compare to purchase over 3-5 years.","Robots handle open repetitive floor area; budget humans for edges and spot work.","Ask for a pilot/trial period on your actual floors."]},{"id":"escalator-cleaning","name":"Escalator & stair cleaning","category_id":"cleaning-facilities","description":"Machines/robots cleaning escalator steps and handrails.","buyer_phrases":["escalator cleaning machine"],"robot_types":["escalator cleaning robot"],"engagement_models":["purchase","service"],"what_to_specify_in_rfq":["facility type","square footage / m² to be cleaned","floor types","cleaning frequency and hours","existing janitorial setup","Wi-Fi and elevator access","contract length"],"price_benchmarks":[{"description":"Buy: HydraMaster TreadMaster escalator tread cleaner, US distributor price (same for 28-32 in treads)","low":6101,"high":null,"currency":"USD","unit":"per unit","region":"US","source_url":"https://cleaningsupplywarehouse.com/products/treadmaster-treadmaster-escalator-cleaner","as_of":"2026-10"}],"regulatory_notes":"Generally unregulated; follow workplace safety rules (OSHA/HSE) and check building insurance for autonomous equipment.","buyer_tips":["RaaS monthly plans usually include maintenance; compare to purchase over 3-5 years.","Robots handle open repetitive floor area; budget humans for edges and spot work.","Ask for a pilot/trial period on your actual floors."]},{"id":"parking-lot-sweeping","name":"Parking lot & outdoor sweeping","category_id":"cleaning-facilities","description":"Autonomous sweepers for parking lots, plazas, campuses and streets.","buyer_phrases":["autonomous street sweeper","robot parking lot sweeper"],"robot_types":["autonomous sweeper"],"engagement_models":["raas","purchase","service"],"what_to_specify_in_rfq":["facility type","square footage / m² to be cleaned","floor types","cleaning frequency and hours","existing janitorial setup","Wi-Fi and elevator access","contract length"],"price_benchmarks":[],"regulatory_notes":"Generally unregulated; follow workplace safety rules (OSHA/HSE) and check building insurance for autonomous equipment.","buyer_tips":["RaaS monthly plans usually include maintenance; compare to purchase over 3-5 years.","Robots handle open repetitive floor area; budget humans for edges and spot work.","Ask for a pilot/trial period on your actual floors."]},{"id":"tank-cleaning","name":"Industrial tank cleaning","category_id":"cleaning-facilities","description":"Robotic sludge removal and cleaning of oil, chemical and water tanks without man entry.","buyer_phrases":["robotic tank cleaning","oil tank sludge robot"],"robot_types":["tank cleaning robot"],"engagement_models":["service"],"what_to_specify_in_rfq":["facility type","square footage / m² to be cleaned","floor types","cleaning frequency and hours","existing janitorial setup","Wi-Fi and elevator access","contract length"],"price_benchmarks":[],"regulatory_notes":"Generally unregulated; follow workplace safety rules (OSHA/HSE) and check building insurance for autonomous equipment.","buyer_tips":["RaaS monthly plans usually include maintenance; compare to purchase over 3-5 years.","Robots handle open repetitive floor area; budget humans for edges and spot work.","Ask for a pilot/trial period on your actual floors."]},{"id":"vessel-silo-cleaning","name":"Silo & hopper cleaning","category_id":"cleaning-facilities","description":"Remote-controlled systems clearing blockages and buildup in silos and hoppers.","buyer_phrases":["silo cleaning robot","hopper cleaning"],"robot_types":["silo cleaning robot"],"engagement_models":["service"],"what_to_specify_in_rfq":["facility type","square footage / m² to be cleaned","floor types","cleaning frequency and hours","existing janitorial setup","Wi-Fi and elevator access","contract length"],"price_benchmarks":[],"regulatory_notes":"Generally unregulated; follow workplace safety rules (OSHA/HSE) and check building insurance for autonomous equipment.","buyer_tips":["RaaS monthly plans usually include maintenance; compare to purchase over 3-5 years.","Robots handle open repetitive floor area; budget humans for edges and spot work.","Ask for a pilot/trial period on your actual floors."]},{"id":"hydro-excavation-sewer-cleaning","name":"Sewer & drain robotic cleaning","category_id":"cleaning-facilities","description":"Robotic cutters and crawlers removing roots, scale and blockages in pipes.","buyer_phrases":["sewer robot cleaning","pipe descaling robot","root cutting robot"],"robot_types":["sewer cutter robot"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["facility type","square footage / m² to be cleaned","floor types","cleaning frequency and hours","existing janitorial setup","Wi-Fi and elevator access","contract length"],"price_benchmarks":[],"regulatory_notes":"Generally unregulated; follow workplace safety rules (OSHA/HSE) and check building insurance for autonomous equipment.","buyer_tips":["RaaS monthly plans usually include maintenance; compare to purchase over 3-5 years.","Robots handle open repetitive floor area; budget humans for edges and spot work.","Ask for a pilot/trial period on your actual floors."]},{"id":"lawn-litter-picking","name":"Litter picking robots","category_id":"cleaning-facilities","description":"Robots collecting litter in parks, beaches and campuses.","buyer_phrases":["litter picking robot","trash collecting robot"],"robot_types":["litter robot"],"engagement_models":["purchase","raas"],"what_to_specify_in_rfq":["facility type","square footage / m² to be cleaned","floor types","cleaning frequency and hours","existing janitorial setup","Wi-Fi and elevator access","contract length"],"price_benchmarks":[],"regulatory_notes":"Generally unregulated; follow workplace safety rules (OSHA/HSE) and check building insurance for autonomous equipment.","buyer_tips":["RaaS monthly plans usually include maintenance; compare to purchase over 3-5 years.","Robots handle open repetitive floor area; budget humans for edges and spot work.","Ask for a pilot/trial period on your actual floors."]},{"id":"kitchen-exhaust-cleaning","name":"Kitchen exhaust duct cleaning","category_id":"cleaning-facilities","description":"Robotic cleaning of grease ducts in commercial kitchens.","buyer_phrases":["kitchen duct cleaning robot","grease duct robot"],"robot_types":["duct cleaning robot"],"engagement_models":["service"],"what_to_specify_in_rfq":["facility type","square footage / m² to be cleaned","floor types","cleaning frequency and hours","existing janitorial setup","Wi-Fi and elevator access","contract length"],"price_benchmarks":[],"regulatory_notes":"Generally unregulated; follow workplace safety rules (OSHA/HSE) and check building insurance for autonomous equipment.","buyer_tips":["RaaS monthly plans usually include maintenance; compare to purchase over 3-5 years.","Robots handle open repetitive floor area; budget humans for edges and spot work.","Ask for a pilot/trial period on your actual floors."]},{"id":"airport-terminal-cleaning","name":"Airport & transit hub cleaning","category_id":"cleaning-facilities","description":"Fleets of autonomous scrubbers and vacuums for terminals and stations.","buyer_phrases":["airport cleaning robot"],"robot_types":["autonomous floor scrubber"],"engagement_models":["raas","purchase"],"what_to_specify_in_rfq":["facility type","square footage / m² to be cleaned","floor types","cleaning frequency and hours","existing janitorial setup","Wi-Fi and elevator access","contract length"],"price_benchmarks":[],"regulatory_notes":"Generally unregulated; follow workplace safety rules (OSHA/HSE) and check building insurance for autonomous equipment.","buyer_tips":["RaaS monthly plans usually include maintenance; compare to purchase over 3-5 years.","Robots handle open repetitive floor area; budget humans for edges and spot work.","Ask for a pilot/trial period on your actual floors."]},{"id":"lift-elevator-shaft-inspection","name":"Elevator shaft inspection","category_id":"cleaning-facilities","description":"Robots/drones inspecting elevator shafts.","buyer_phrases":["elevator shaft inspection robot"],"robot_types":["inspection drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["facility type","square footage / m² to be cleaned","floor types","cleaning frequency and hours","existing janitorial setup","Wi-Fi and elevator access","contract length"],"price_benchmarks":[],"regulatory_notes":"Generally unregulated; follow workplace safety rules (OSHA/HSE) and check building insurance for autonomous equipment.","buyer_tips":["RaaS monthly plans usually include maintenance; compare to purchase over 3-5 years.","Robots handle open repetitive floor area; budget humans for edges and spot work.","Ask for a pilot/trial period on your actual floors."]},{"id":"construction-layout","name":"Construction layout & floor marking","category_id":"construction","description":"Robots printing floor plans, wall lines and points directly on the slab from BIM.","buyer_phrases":["layout robot","print floor plan on slab","robotic layout"],"robot_types":["layout robot"],"engagement_models":["service","rental","purchase"],"what_to_specify_in_rfq":["project location","project type and size (sq ft / m², floors)","schedule and duration","BIM/CAD files available","site conditions and access","union/labor requirements","deliverables and tolerances"],"price_benchmarks":[],"regulatory_notes":"Follow site safety rules (OSHA 1926, CDM in UK); building permits apply to the work regardless of whether a robot performs it.","buyer_tips":["Most construction robots are offered as service or project rental with an operator.","Have BIM/CAD files ready — many robots need digital plans.","Ask for productivity numbers (sq ft/day) from comparable projects."]},{"id":"rebar-tying","name":"Rebar tying","category_id":"construction","description":"Robots automatically tying rebar intersections on bridge decks and slabs.","buyer_phrases":["rebar tying robot","TyBot","automated rebar tying"],"robot_types":["rebar tying robot"],"engagement_models":["service","rental"],"what_to_specify_in_rfq":["project location","project type and size (sq ft / m², floors)","schedule and duration","BIM/CAD files available","site conditions and access","union/labor requirements","deliverables and tolerances"],"price_benchmarks":[],"regulatory_notes":"Follow site safety rules (OSHA 1926, CDM in UK); building permits apply to the work regardless of whether a robot performs it.","buyer_tips":["Most construction robots are offered as service or project rental with an operator.","Have BIM/CAD files ready — many robots need digital plans.","Ask for productivity numbers (sq ft/day) from comparable projects."]},{"id":"drywall-finishing","name":"Drywall finishing","category_id":"construction","description":"Robots spraying and sanding drywall compound for level 5 finishes.","buyer_phrases":["drywall robot","robotic drywall finishing"],"robot_types":["drywall finishing robot"],"engagement_models":["service"],"what_to_specify_in_rfq":["project location","project type and size (sq ft / m², floors)","schedule and duration","BIM/CAD files available","site conditions and access","union/labor requirements","deliverables and tolerances"],"price_benchmarks":[],"regulatory_notes":"Follow site safety rules (OSHA 1926, CDM in UK); building permits apply to the work regardless of whether a robot performs it.","buyer_tips":["Most construction robots are offered as service or project rental with an operator.","Have BIM/CAD files ready — many robots need digital plans.","Ask for productivity numbers (sq ft/day) from comparable projects."]},{"id":"bricklaying","name":"Bricklaying & block laying","category_id":"construction","description":"Robots laying bricks or blocks for walls at high speed.","buyer_phrases":["bricklaying robot","robot block laying","Hadrian"],"robot_types":["bricklaying robot"],"engagement_models":["service","rental","purchase"],"what_to_specify_in_rfq":["project location","project type and size (sq ft / m², floors)","schedule and duration","BIM/CAD files available","site conditions and access","union/labor requirements","deliverables and tolerances"],"price_benchmarks":[],"regulatory_notes":"Follow site safety rules (OSHA 1926, CDM in UK); building permits apply to the work regardless of whether a robot performs it.","buyer_tips":["Most construction robots are offered as service or project rental with an operator.","Have BIM/CAD files ready — many robots need digital plans.","Ask for productivity numbers (sq ft/day) from comparable projects."]},{"id":"3d-concrete-printing","name":"3D concrete printing of buildings","category_id":"construction","description":"Large-scale printers building walls and structures from concrete.","buyer_phrases":["3D printed house","concrete 3D printing contractor","3D print building"],"robot_types":["3D construction printer"],"engagement_models":["service","purchase","rental"],"what_to_specify_in_rfq":["project location","project type and size (sq ft / m², floors)","schedule and duration","BIM/CAD files available","site conditions and access","union/labor requirements","deliverables and tolerances"],"price_benchmarks":[],"regulatory_notes":"Follow site safety rules (OSHA 1926, CDM in UK); building permits apply to the work regardless of whether a robot performs it.","buyer_tips":["Most construction robots are offered as service or project rental with an operator.","Have BIM/CAD files ready — many robots need digital plans.","Ask for productivity numbers (sq ft/day) from comparable projects."]},{"id":"ceiling-drilling","name":"Overhead drilling for anchors","category_id":"construction","description":"Robots drilling ceiling holes for MEP hangers from BIM.","buyer_phrases":["ceiling drilling robot","overhead drilling robot","Jaibot"],"robot_types":["drilling robot"],"engagement_models":["rental","purchase","service"],"what_to_specify_in_rfq":["project location","project type and size (sq ft / m², floors)","schedule and duration","BIM/CAD files available","site conditions and access","union/labor requirements","deliverables and tolerances"],"price_benchmarks":[],"regulatory_notes":"Follow site safety rules (OSHA 1926, CDM in UK); building permits apply to the work regardless of whether a robot performs it.","buyer_tips":["Most construction robots are offered as service or project rental with an operator.","Have BIM/CAD files ready — many robots need digital plans.","Ask for productivity numbers (sq ft/day) from comparable projects."]},{"id":"demolition-robots","name":"Remote demolition","category_id":"construction","description":"Remote-controlled demolition machines for interiors, hazardous or confined spaces.","buyer_phrases":["demolition robot rental","Brokk rental","remote demolition"],"robot_types":["demolition robot"],"engagement_models":["rental","purchase","service"],"what_to_specify_in_rfq":["project location","project type and size (sq ft / m², floors)","schedule and duration","BIM/CAD files available","site conditions and access","union/labor requirements","deliverables and tolerances"],"price_benchmarks":[{"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"}],"regulatory_notes":"Follow site safety rules (OSHA 1926, CDM in UK); building permits apply to the work regardless of whether a robot performs it.","buyer_tips":["Most construction robots are offered as service or project rental with an operator.","Have BIM/CAD files ready — many robots need digital plans.","Ask for productivity numbers (sq ft/day) from comparable projects."]},{"id":"reality-capture-360","name":"Reality capture & 360 site documentation","category_id":"construction","description":"Robot dogs or rovers capturing 360 photos and laser scans of job sites.","buyer_phrases":["robot dog site scan","Spot construction","autonomous site capture"],"robot_types":["quadruped robot","rover"],"engagement_models":["service","raas","rental"],"what_to_specify_in_rfq":["project location","project type and size (sq ft / m², floors)","schedule and duration","BIM/CAD files available","site conditions and access","union/labor requirements","deliverables and tolerances"],"price_benchmarks":[],"regulatory_notes":"Follow site safety rules (OSHA 1926, CDM in UK); building permits apply to the work regardless of whether a robot performs it.","buyer_tips":["Most construction robots are offered as service or project rental with an operator.","Have BIM/CAD files ready — many robots need digital plans.","Ask for productivity numbers (sq ft/day) from comparable projects."]},{"id":"laser-scanning-scan-to-bim","name":"Laser scanning & scan-to-BIM","category_id":"construction","description":"Terrestrial and mobile laser scanning to produce as-built BIM models.","buyer_phrases":["scan to BIM","laser scanning service","point cloud building"],"robot_types":["laser scanner","mobile scanning robot"],"engagement_models":["service"],"what_to_specify_in_rfq":["project location","project type and size (sq ft / m², floors)","schedule and duration","BIM/CAD files available","site conditions and access","union/labor requirements","deliverables and tolerances"],"price_benchmarks":[{"description":"3D laser scanning (capture), most projects; $1,000 minimum","low":0.2,"high":0.7,"currency":"USD","unit":"per sq ft","region":"US","source_url":"https://www.thefuture3d.com/blog/3d-laser-scanning-cost-guide-2026/","as_of":"2026-10"}],"regulatory_notes":"Follow site safety rules (OSHA 1926, CDM in UK); building permits apply to the work regardless of whether a robot performs it.","buyer_tips":["Most construction robots are offered as service or project rental with an operator.","Have BIM/CAD files ready — many robots need digital plans.","Ask for productivity numbers (sq ft/day) from comparable projects."]},{"id":"robotic-welding-construction","name":"Structural steel welding robots","category_id":"construction","description":"Portable welding robots for beams, columns and pipelines on site.","buyer_phrases":["onsite welding robot","steel beam welding robot"],"robot_types":["welding robot"],"engagement_models":["rental","purchase","service"],"what_to_specify_in_rfq":["project location","project type and size (sq ft / m², floors)","schedule and duration","BIM/CAD files available","site conditions and access","union/labor requirements","deliverables and tolerances"],"price_benchmarks":[],"regulatory_notes":"Follow site safety rules (OSHA 1926, CDM in UK); building permits apply to the work regardless of whether a robot performs it.","buyer_tips":["Most construction robots are offered as service or project rental with an operator.","Have BIM/CAD files ready — many robots need digital plans.","Ask for productivity numbers (sq ft/day) from comparable projects."]},{"id":"curtain-wall-installation","name":"Curtain wall & glass installation","category_id":"construction","description":"Robotic manipulators lifting and placing glass panels and heavy boards.","buyer_phrases":["glazing robot","glass installation robot"],"robot_types":["glazing robot"],"engagement_models":["rental","purchase"],"what_to_specify_in_rfq":["project location","project type and size (sq ft / m², floors)","schedule and duration","BIM/CAD files available","site conditions and access","union/labor requirements","deliverables and tolerances"],"price_benchmarks":[],"regulatory_notes":"Follow site safety rules (OSHA 1926, CDM in UK); building permits apply to the work regardless of whether a robot performs it.","buyer_tips":["Most construction robots are offered as service or project rental with an operator.","Have BIM/CAD files ready — many robots need digital plans.","Ask for productivity numbers (sq ft/day) from comparable projects."]},{"id":"concrete-surface-finishing","name":"Concrete troweling & finishing","category_id":"construction","description":"Robotic trowels and screeds finishing concrete slabs.","buyer_phrases":["concrete finishing robot","robot trowel"],"robot_types":["troweling robot"],"engagement_models":["rental","purchase"],"what_to_specify_in_rfq":["project location","project type and size (sq ft / m², floors)","schedule and duration","BIM/CAD files available","site conditions and access","union/labor requirements","deliverables and tolerances"],"price_benchmarks":[],"regulatory_notes":"Follow site safety rules (OSHA 1926, CDM in UK); building permits apply to the work regardless of whether a robot performs it.","buyer_tips":["Most construction robots are offered as service or project rental with an operator.","Have BIM/CAD files ready — many robots need digital plans.","Ask for productivity numbers (sq ft/day) from comparable projects."]},{"id":"autonomous-earthmoving","name":"Autonomous excavation & earthmoving","category_id":"construction","description":"Retrofit kits or autonomous machines that dig, grade and trench.","buyer_phrases":["autonomous excavator","robot excavator","autonomous grading"],"robot_types":["autonomous excavator","autonomous compact track loader"],"engagement_models":["raas","service","purchase"],"what_to_specify_in_rfq":["project location","project type and size (sq ft / m², floors)","schedule and duration","BIM/CAD files available","site conditions and access","union/labor requirements","deliverables and tolerances"],"price_benchmarks":[],"regulatory_notes":"Follow site safety rules (OSHA 1926, CDM in UK); building permits apply to the work regardless of whether a robot performs it.","buyer_tips":["Most construction robots are offered as service or project rental with an operator.","Have BIM/CAD files ready — many robots need digital plans.","Ask for productivity numbers (sq ft/day) from comparable projects."]},{"id":"pile-driving-solar","name":"Solar pile driving & installation","category_id":"construction","description":"Autonomous pile drivers and robots installing solar modules.","buyer_phrases":["solar installation robot","autonomous pile driver"],"robot_types":["solar install robot","autonomous pile driver"],"engagement_models":["service","raas"],"what_to_specify_in_rfq":["project location","project type and size (sq ft / m², floors)","schedule and duration","BIM/CAD files available","site conditions and access","union/labor requirements","deliverables and tolerances"],"price_benchmarks":[],"regulatory_notes":"Follow site safety rules (OSHA 1926, CDM in UK); building permits apply to the work regardless of whether a robot performs it.","buyer_tips":["Most construction robots are offered as service or project rental with an operator.","Have BIM/CAD files ready — many robots need digital plans.","Ask for productivity numbers (sq ft/day) from comparable projects."]},{"id":"road-line-marking","name":"Road & parking lot line marking","category_id":"construction","description":"Robots marking road lines, parking stalls and pre-marking.","buyer_phrases":["parking lot striping robot","road marking robot"],"robot_types":["line marking robot"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["project location","project type and size (sq ft / m², floors)","schedule and duration","BIM/CAD files available","site conditions and access","union/labor requirements","deliverables and tolerances"],"price_benchmarks":[],"regulatory_notes":"Follow site safety rules (OSHA 1926, CDM in UK); building permits apply to the work regardless of whether a robot performs it.","buyer_tips":["Most construction robots are offered as service or project rental with an operator.","Have BIM/CAD files ready — many robots need digital plans.","Ask for productivity numbers (sq ft/day) from comparable projects."]},{"id":"interior-painting","name":"Interior & exterior wall painting","category_id":"construction","description":"Robots spraying paint on walls and ceilings in new construction.","buyer_phrases":["painting robot","robot paint walls"],"robot_types":["painting robot"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["project location","project type and size (sq ft / m², floors)","schedule and duration","BIM/CAD files available","site conditions and access","union/labor requirements","deliverables and tolerances"],"price_benchmarks":[],"regulatory_notes":"Follow site safety rules (OSHA 1926, CDM in UK); building permits apply to the work regardless of whether a robot performs it.","buyer_tips":["Most construction robots are offered as service or project rental with an operator.","Have BIM/CAD files ready — many robots need digital plans.","Ask for productivity numbers (sq ft/day) from comparable projects."]},{"id":"tile-installation","name":"Tile & flooring installation","category_id":"construction","description":"Robots laying floor tiles.","buyer_phrases":["tile laying robot"],"robot_types":["tiling robot"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["project location","project type and size (sq ft / m², floors)","schedule and duration","BIM/CAD files available","site conditions and access","union/labor requirements","deliverables and tolerances"],"price_benchmarks":[],"regulatory_notes":"Follow site safety rules (OSHA 1926, CDM in UK); 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building permits apply to the work regardless of whether a robot performs it.","buyer_tips":["Most construction robots are offered as service or project rental with an operator.","Have BIM/CAD files ready — many robots need digital plans.","Ask for productivity numbers (sq ft/day) from comparable projects."]},{"id":"timber-frame-prefab","name":"Robotic prefab & timber framing","category_id":"construction","description":"Factories using robots to build wall panels, trusses and modules.","buyer_phrases":["robotic prefab walls","automated framing"],"robot_types":["framing robot"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["project location","project type and size (sq ft / m², floors)","schedule and duration","BIM/CAD files available","site conditions and access","union/labor requirements","deliverables and tolerances"],"price_benchmarks":[],"regulatory_notes":"Follow site safety rules (OSHA 1926, CDM in UK); building permits apply to the work regardless of whether a robot performs it.","buyer_tips":["Most construction robots are offered as service or project rental with an operator.","Have BIM/CAD files ready — many robots need digital plans.","Ask for productivity numbers (sq ft/day) from comparable projects."]},{"id":"utility-locating-gpr","name":"Utility locating & GPR robots","category_id":"construction","description":"Robotic ground-penetrating radar scanning for buried utilities.","buyer_phrases":["GPR robot","underground utility locating robot"],"robot_types":["GPR rover"],"engagement_models":["service"],"what_to_specify_in_rfq":["project location","project type and size (sq ft / m², floors)","schedule and duration","BIM/CAD files available","site conditions and access","union/labor requirements","deliverables and tolerances"],"price_benchmarks":[],"regulatory_notes":"Follow site safety rules (OSHA 1926, CDM in UK); building permits apply to the work regardless of whether a robot performs it.","buyer_tips":["Most construction robots are offered as service or project rental with an operator.","Have BIM/CAD files ready — many robots need digital plans.","Ask for productivity numbers (sq ft/day) from comparable projects."]},{"id":"site-surveying-total-station","name":"Robotic total station surveying","category_id":"construction","description":"Robotic total stations and rovers for site staking and as-builts.","buyer_phrases":["robotic total station rental","site staking"],"robot_types":["robotic total station"],"engagement_models":["rental","purchase","service"],"what_to_specify_in_rfq":["project location","project type and size (sq ft / m², floors)","schedule and duration","BIM/CAD files available","site conditions and access","union/labor requirements","deliverables and tolerances"],"price_benchmarks":[{"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"}],"regulatory_notes":"Follow site safety rules (OSHA 1926, CDM in UK); building permits apply to the work regardless of whether a robot performs it.","buyer_tips":["Most construction robots are offered as service or project rental with an operator.","Have BIM/CAD files ready — many robots need digital plans.","Ask for productivity numbers (sq ft/day) from comparable projects."]},{"id":"sewer-pipe-inspection","name":"Sewer & pipe CCTV inspection","category_id":"inspection","description":"Robotic crawlers with cameras inspecting sewers, storm drains and pipelines.","buyer_phrases":["sewer camera inspection","pipe crawler robot","CCTV drain survey"],"robot_types":["pipe crawler"],"engagement_models":["service","rental","purchase"],"what_to_specify_in_rfq":["asset type and dimensions","location and access","inspection standard required (e.g., API, ASME)","deliverables (video, thickness data, report)","confined space / hazardous area classification","shutdown window","urgency"],"price_benchmarks":[{"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"},{"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"}],"regulatory_notes":"Confined-space and hazardous-area rules (OSHA 1910.146, ATEX/IECEx) may apply; 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inspections for compliance often require certified inspectors (API, NACE/AMPP, ASNT) to sign off.","buyer_tips":["Robotic inspection can avoid shutdowns or confined-space entry — ask what it saves you.","Specify the reporting standard your insurer or regulator accepts.","Ask whether data is reviewed by a certified inspector."]},{"id":"boiler-inspection","name":"Boiler & furnace inspection","category_id":"inspection","description":"Drones and crawlers inspecting boilers, furnaces and heat-recovery units.","buyer_phrases":["boiler inspection drone","boiler tube inspection robot"],"robot_types":["indoor caged drone","magnetic crawler"],"engagement_models":["service","rental","purchase"],"what_to_specify_in_rfq":["asset type and dimensions","location and access","inspection standard required (e.g., API, ASME)","deliverables (video, thickness data, report)","confined space / hazardous area classification","shutdown window","urgency"],"price_benchmarks":[],"regulatory_notes":"Confined-space and hazardous-area rules (OSHA 1910.146, ATEX/IECEx) may apply; inspections for compliance often require certified inspectors (API, NACE/AMPP, ASNT) to sign off.","buyer_tips":["Robotic inspection can avoid shutdowns or confined-space entry — ask what it saves you.","Specify the reporting standard your insurer or regulator accepts.","Ask whether data is reviewed by a certified inspector."]},{"id":"confined-space-inspection","name":"Confined space inspection","category_id":"inspection","description":"Indoor drones and crawlers entering vessels, tanks and voids so people don't have to.","buyer_phrases":["confined space drone","indoor drone inspection","Elios inspection"],"robot_types":["caged indoor drone","crawler"],"engagement_models":["service","rental","purchase"],"what_to_specify_in_rfq":["asset type and dimensions","location and access","inspection standard required (e.g., API, ASME)","deliverables (video, thickness data, report)","confined space / hazardous area classification","shutdown window","urgency"],"price_benchmarks":[],"regulatory_notes":"Confined-space and hazardous-area rules (OSHA 1910.146, ATEX/IECEx) may apply; inspections for compliance often require certified inspectors (API, NACE/AMPP, ASNT) to sign off.","buyer_tips":["Robotic inspection can avoid shutdowns or confined-space entry — ask what it saves you.","Specify the reporting standard your insurer or regulator accepts.","Ask whether data is reviewed by a certified inspector."]},{"id":"pipeline-pigging","name":"Pipeline in-line inspection (pigging)","category_id":"inspection","description":"Smart pigs and robotic tools inspecting pipelines internally for corrosion and cracks.","buyer_phrases":["pipeline pigging","in-line inspection","smart pig"],"robot_types":["smart pig","unpiggable pipeline robot"],"engagement_models":["service","rental","purchase"],"what_to_specify_in_rfq":["asset type and dimensions","location and access","inspection standard required (e.g., API, ASME)","deliverables (video, thickness data, report)","confined space / hazardous area classification","shutdown window","urgency"],"price_benchmarks":[],"regulatory_notes":"Confined-space and hazardous-area rules (OSHA 1910.146, ATEX/IECEx) may apply; inspections for compliance often require certified inspectors (API, NACE/AMPP, ASNT) to sign off.","buyer_tips":["Robotic inspection can avoid shutdowns or confined-space entry — ask what it saves you.","Specify the reporting standard your insurer or regulator accepts.","Ask whether data is reviewed by a certified inspector."]},{"id":"ndt-ultrasonic-crawler","name":"Ultrasonic thickness & NDT crawlers","category_id":"inspection","description":"Magnetic crawlers measuring wall thickness and weld integrity on steel assets.","buyer_phrases":["UT crawler","robotic ultrasonic testing","wall thickness robot"],"robot_types":["magnetic crawler"],"engagement_models":["service","rental","purchase"],"what_to_specify_in_rfq":["asset type and dimensions","location and access","inspection standard required (e.g., API, ASME)","deliverables (video, thickness data, report)","confined space / hazardous area classification","shutdown window","urgency"],"price_benchmarks":[],"regulatory_notes":"Confined-space and hazardous-area rules (OSHA 1910.146, ATEX/IECEx) may apply; inspections for compliance often require certified inspectors (API, NACE/AMPP, ASNT) to sign off.","buyer_tips":["Robotic inspection can avoid shutdowns or confined-space entry — ask what it saves you.","Specify the reporting standard your insurer or regulator accepts.","Ask whether data is reviewed by a certified inspector."]},{"id":"industrial-plant-inspection","name":"Industrial plant autonomous inspection rounds","category_id":"inspection","description":"Robot dogs or rovers doing routine gauge reading, thermal and acoustic checks.","buyer_phrases":["robot inspection rounds","Spot plant inspection","ATEX inspection robot"],"robot_types":["quadruped robot","ATEX robot"],"engagement_models":["raas","purchase","service"],"what_to_specify_in_rfq":["asset type and dimensions","location and access","inspection standard required (e.g., API, ASME)","deliverables (video, thickness data, report)","confined space / hazardous area classification","shutdown window","urgency"],"price_benchmarks":[],"regulatory_notes":"Confined-space and hazardous-area rules (OSHA 1910.146, ATEX/IECEx) may apply; inspections for compliance often require certified inspectors (API, NACE/AMPP, ASNT) to sign off.","buyer_tips":["Robotic inspection can avoid shutdowns or confined-space entry — ask what it saves you.","Specify the reporting standard your insurer or regulator accepts.","Ask whether data is reviewed by a certified inspector."]},{"id":"culvert-inspection","name":"Culvert & storm drain inspection","category_id":"inspection","description":"Crawlers and drones inspecting culverts too small or dangerous to enter.","buyer_phrases":["culvert inspection robot"],"robot_types":["pipe crawler","drone"],"engagement_models":["service","rental","purchase"],"what_to_specify_in_rfq":["asset type and dimensions","location and access","inspection standard required (e.g., API, ASME)","deliverables (video, thickness data, report)","confined space / hazardous area classification","shutdown window","urgency"],"price_benchmarks":[],"regulatory_notes":"Confined-space and hazardous-area rules (OSHA 1910.146, ATEX/IECEx) may apply; inspections for compliance often require certified inspectors (API, NACE/AMPP, ASNT) to sign off.","buyer_tips":["Robotic inspection can avoid shutdowns or confined-space entry — ask what it saves you.","Specify the reporting standard your insurer or regulator accepts.","Ask whether data is reviewed by a certified inspector."]},{"id":"dam-spillway-inspection","name":"Dam & spillway inspection","category_id":"inspection","description":"Drones and ROVs inspecting dam faces, spillways and intakes.","buyer_phrases":["dam inspection drone","spillway inspection"],"robot_types":["drone","ROV"],"engagement_models":["service","rental","purchase"],"what_to_specify_in_rfq":["asset type and dimensions","location and access","inspection standard required (e.g., API, ASME)","deliverables (video, thickness data, report)","confined space / hazardous area classification","shutdown window","urgency"],"price_benchmarks":[{"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"}],"regulatory_notes":"Confined-space and hazardous-area rules (OSHA 1910.146, ATEX/IECEx) may apply; inspections for compliance often require certified inspectors (API, NACE/AMPP, ASNT) to sign off.","buyer_tips":["Robotic inspection can avoid shutdowns or confined-space entry — ask what it saves you.","Specify the reporting standard your insurer or regulator accepts.","Ask whether data is reviewed by a certified inspector."]},{"id":"tunnel-inspection","name":"Tunnel inspection","category_id":"inspection","description":"Robotic scanning of road, rail and water tunnels for defects.","buyer_phrases":["tunnel inspection robot","tunnel scanning"],"robot_types":["tunnel inspection vehicle","drone"],"engagement_models":["service","rental","purchase"],"what_to_specify_in_rfq":["asset type and dimensions","location and access","inspection standard required (e.g., API, ASME)","deliverables (video, thickness data, report)","confined space / hazardous area classification","shutdown window","urgency"],"price_benchmarks":[],"regulatory_notes":"Confined-space and hazardous-area rules (OSHA 1910.146, ATEX/IECEx) may apply; inspections for compliance often require certified inspectors (API, NACE/AMPP, ASNT) to sign off.","buyer_tips":["Robotic inspection can avoid shutdowns or confined-space entry — ask what it saves you.","Specify the reporting standard your insurer or regulator accepts.","Ask whether data is reviewed by a certified inspector."]},{"id":"rail-track-inspection","name":"Rail track & catenary inspection","category_id":"inspection","description":"Drones and autonomous inspection vehicles for railway track and overhead lines.","buyer_phrases":["rail drone inspection","track inspection robot"],"robot_types":["drone","inspection vehicle"],"engagement_models":["service","rental","purchase"],"what_to_specify_in_rfq":["asset type and dimensions","location and access","inspection standard required (e.g., API, ASME)","deliverables (video, thickness data, report)","confined space / hazardous area classification","shutdown window","urgency"],"price_benchmarks":[],"regulatory_notes":"Confined-space and hazardous-area rules (OSHA 1910.146, ATEX/IECEx) may apply; inspections for compliance often require certified inspectors (API, NACE/AMPP, ASNT) to sign off.","buyer_tips":["Robotic inspection can avoid shutdowns or confined-space entry — ask what it saves you.","Specify the reporting standard your insurer or regulator accepts.","Ask whether data is reviewed by a certified inspector."]},{"id":"aircraft-inspection","name":"Aircraft exterior inspection","category_id":"inspection","description":"Drones inspecting aircraft for lightning strikes, dents and paint in hangars.","buyer_phrases":["aircraft drone inspection","hangar drone inspection"],"robot_types":["indoor drone"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["asset type and dimensions","location and access","inspection standard required (e.g., API, ASME)","deliverables (video, thickness data, report)","confined space / hazardous area classification","shutdown window","urgency"],"price_benchmarks":[],"regulatory_notes":"Confined-space and hazardous-area rules (OSHA 1910.146, ATEX/IECEx) may apply; 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inspections for compliance often require certified inspectors (API, NACE/AMPP, ASNT) to sign off.","buyer_tips":["Robotic inspection can avoid shutdowns or confined-space entry — ask what it saves you.","Specify the reporting standard your insurer or regulator accepts.","Ask whether data is reviewed by a certified inspector."]},{"id":"crawlspace-attic-inspection","name":"Crawlspace & attic inspection","category_id":"inspection","description":"Small camera rovers inspecting crawlspaces and attics for home inspections.","buyer_phrases":["crawlspace robot","home inspection robot"],"robot_types":["crawlspace rover"],"engagement_models":["purchase","service"],"what_to_specify_in_rfq":["asset type and dimensions","location and access","inspection standard required (e.g., API, ASME)","deliverables (video, thickness data, report)","confined space / hazardous area classification","shutdown window","urgency"],"price_benchmarks":[],"regulatory_notes":"Confined-space and hazardous-area rules (OSHA 1910.146, ATEX/IECEx) may apply; inspections for compliance often require certified inspectors (API, NACE/AMPP, ASNT) to sign off.","buyer_tips":["Robotic inspection can avoid shutdowns or confined-space entry — ask what it saves you.","Specify the reporting standard your insurer or regulator accepts.","Ask whether data is reviewed by a certified inspector."]},{"id":"radiation-nuclear-inspection","name":"Nuclear & radiation inspection","category_id":"inspection","description":"Radiation-hardened robots inspecting and mapping nuclear facilities.","buyer_phrases":["nuclear inspection robot","radiation mapping robot"],"robot_types":["rad-hard robot","drone"],"engagement_models":["service","rental","purchase"],"what_to_specify_in_rfq":["asset type and dimensions","location and access","inspection standard required (e.g., API, ASME)","deliverables (video, thickness data, report)","confined space / hazardous area classification","shutdown window","urgency"],"price_benchmarks":[],"regulatory_notes":"Confined-space and hazardous-area rules (OSHA 1910.146, ATEX/IECEx) may apply; inspections for compliance often require certified inspectors (API, NACE/AMPP, ASNT) to sign off.","buyer_tips":["Robotic inspection can avoid shutdowns or confined-space entry — ask what it saves you.","Specify the reporting standard your insurer or regulator accepts.","Ask whether data is reviewed by a certified inspector."]},{"id":"electrical-cabinet-thermography","name":"Electrical thermography inspection","category_id":"inspection","description":"Autonomous thermal patrols of electrical rooms and data centers.","buyer_phrases":["data center robot inspection","thermal electrical inspection robot"],"robot_types":["inspection rover"],"engagement_models":["service","rental","purchase"],"what_to_specify_in_rfq":["asset type and dimensions","location and access","inspection standard required (e.g., API, ASME)","deliverables (video, thickness data, report)","confined space / hazardous area classification","shutdown window","urgency"],"price_benchmarks":[],"regulatory_notes":"Confined-space and hazardous-area rules (OSHA 1910.146, ATEX/IECEx) may apply; inspections for compliance often require certified inspectors (API, NACE/AMPP, ASNT) to sign off.","buyer_tips":["Robotic inspection can avoid shutdowns or confined-space entry — ask what it saves you.","Specify the reporting standard your insurer or regulator accepts.","Ask whether data is reviewed by a certified inspector."]},{"id":"crop-spraying-drone","name":"Crop spraying by drone","category_id":"agriculture","description":"Drone application of pesticides, fungicides and foliar fertilizer.","buyer_phrases":["drone crop spraying","spray drone service","aerial application drone"],"robot_types":["spray drone"],"engagement_models":["service","purchase","rental"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[{"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"},{"description":"Custom drone spraying survey average, Nebraska 2026 ($15.17 avg; range $13-$20)","low":13,"high":20,"currency":"USD","unit":"per acre","region":"US-NE","source_url":"https://farmratebook.com/operations/spray-drone/","as_of":"2026-10"},{"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"},{"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"},{"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"},{"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"},{"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"},{"description":"Drone spraying, lowland rate (30 ha minimum)","low":1000,"high":1000,"currency":"PHP","unit":"per hectare","region":"PH","source_url":"https://newhopecorp.com/","as_of":"2026-10"},{"description":"Drone spray service (limited area only)","low":1200,"high":1200,"currency":"PKR","unit":"per acre","region":"PK","source_url":"https://agritronics.pk/","as_of":"2026-10"},{"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"},{"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"},{"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"},{"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"}],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"drone-seeding-cover-crops","name":"Drone seeding & cover crops","category_id":"agriculture","description":"Drones broadcasting cover crop seed, fertilizer or granular products.","buyer_phrases":["drone seeding cover crops","drone spreading fertilizer"],"robot_types":["spreader drone"],"engagement_models":["service","purchase","rental"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[{"description":"Drone seed spreading (20 ha minimum per dispatch)","low":2000,"high":2000,"currency":"PHP","unit":"per hectare","region":"PH","source_url":"https://newhopecorp.com/","as_of":"2026-10"}],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"crop-scouting-ndvi","name":"Crop scouting & NDVI mapping","category_id":"agriculture","description":"Multispectral imagery to find crop stress, disease and variable-rate zones.","buyer_phrases":["NDVI drone","crop health map","crop scouting drone"],"robot_types":["multispectral drone"],"engagement_models":["service","purchase","rental"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[{"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"},{"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"}],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"autonomous-weeding","name":"Autonomous weeding","category_id":"agriculture","description":"Robots removing weeds mechanically or with lasers, reducing herbicide.","buyer_phrases":["weeding robot","laser weeder","LaserWeeder"],"robot_types":["weeding robot","laser weeder"],"engagement_models":["purchase","raas","service"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"robotic-harvesting","name":"Robotic harvesting","category_id":"agriculture","description":"Robots picking fruit and vegetables (strawberries, apples, tomatoes, peppers).","buyer_phrases":["fruit picking robot","harvest robot","robotic strawberry picker"],"robot_types":["harvesting robot"],"engagement_models":["raas","service","purchase"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"autonomous-tractor","name":"Autonomous tractors & tillage","category_id":"agriculture","description":"Driverless tractors and autonomy kits for tillage, planting and mowing.","buyer_phrases":["driverless tractor","autonomous tractor kit"],"robot_types":["autonomous tractor"],"engagement_models":["purchase","raas"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"orchard-vineyard-robots","name":"Orchard & vineyard robots","category_id":"agriculture","description":"Robots for spraying, mowing, pruning and hauling in orchards and vineyards.","buyer_phrases":["vineyard robot","orchard sprayer robot"],"robot_types":["orchard robot"],"engagement_models":["purchase","raas","service"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"livestock-monitoring","name":"Livestock monitoring & herding","category_id":"agriculture","description":"Drones and ground robots counting, checking and herding cattle and sheep.","buyer_phrases":["cattle drone","herding drone","livestock counting drone"],"robot_types":["drone","barn robot"],"engagement_models":["service","purchase","rental"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"robotic-milking","name":"Robotic milking","category_id":"agriculture","description":"Voluntary milking systems that milk cows without a milker.","buyer_phrases":["milking robot","robotic dairy","Lely Astronaut"],"robot_types":["milking robot"],"engagement_models":["purchase"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[{"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"},{"description":"Lely Astronaut A5 price range","low":150000,"high":250000,"currency":"USD","unit":"per robot","region":"US","source_url":"https://mondayrobotics.com/robots/lely-astronaut-a5","as_of":"2026-10"}],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"barn-cleaning-feeding","name":"Barn cleaning & feed pushing","category_id":"agriculture","description":"Robots pushing feed and scraping manure in dairy and poultry barns.","buyer_phrases":["feed pushing robot","manure robot","barn robot"],"robot_types":["barn robot"],"engagement_models":["purchase"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"poultry-house-robots","name":"Poultry house monitoring robots","category_id":"agriculture","description":"Robots roaming poultry houses to monitor birds, collect eggs and stimulate activity.","buyer_phrases":["poultry robot","chicken house robot"],"robot_types":["poultry robot"],"engagement_models":["purchase","raas"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"greenhouse-automation","name":"Greenhouse robots","category_id":"agriculture","description":"Robots for moving pots, harvesting, deleafing and monitoring in greenhouses.","buyer_phrases":["greenhouse robot","pot spacing robot"],"robot_types":["greenhouse robot"],"engagement_models":["purchase","raas"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"tree-planting-drone","name":"Reforestation & tree-planting drones","category_id":"agriculture","description":"Drones firing seed pods to reforest burned or degraded land.","buyer_phrases":["tree planting drone","reforestation drone","seed pod drone"],"robot_types":["seeding drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"forestry-inventory","name":"Forest inventory & timber cruising","category_id":"agriculture","description":"LiDAR and drone surveys measuring tree counts, heights and volumes.","buyer_phrases":["forest inventory drone","timber cruise LiDAR"],"robot_types":["LiDAR drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[{"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"},{"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"}],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"pollination-robots","name":"Robotic pollination","category_id":"agriculture","description":"Robots or drones pollinating crops in greenhouses or orchards.","buyer_phrases":["pollination robot","drone pollination"],"robot_types":["pollination robot"],"engagement_models":["raas","purchase"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"irrigation-monitoring","name":"Irrigation & soil moisture monitoring","category_id":"agriculture","description":"Drones and rovers detecting irrigation issues and sampling soil.","buyer_phrases":["soil sampling robot","irrigation drone"],"robot_types":["soil sampling robot","thermal drone"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"soil-sampling","name":"Robotic soil sampling","category_id":"agriculture","description":"Automated vehicles taking geo-referenced soil cores.","buyer_phrases":["robotic soil sampling","automated soil probe"],"robot_types":["soil sampling robot"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"aquaculture-net-cleaning","name":"Aquaculture net cleaning & inspection","category_id":"agriculture","description":"ROVs cleaning and inspecting fish farm nets and cages.","buyer_phrases":["net cleaning robot","fish farm ROV"],"robot_types":["net cleaning ROV"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"mosquito-control-drone","name":"Mosquito & vector control by drone","category_id":"agriculture","description":"Drones applying larvicide to wetlands or releasing sterile insects.","buyer_phrases":["mosquito drone","larvicide drone","vector control drone"],"robot_types":["spray drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"frost-protection-bird-deterrence","name":"Bird deterrence drones","category_id":"agriculture","description":"Drones scaring birds from crops, vineyards, airports and landfills.","buyer_phrases":["bird deterrent drone","bird control drone"],"robot_types":["drone"],"engagement_models":["service","raas"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"indoor-vertical-farming","name":"Vertical farming automation","category_id":"agriculture","description":"Robotics moving trays and harvesting in indoor farms.","buyer_phrases":["vertical farm robot"],"robot_types":["farm automation robot"],"engagement_models":["purchase"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"hay-bale-handling","name":"Autonomous bale handling & hauling","category_id":"agriculture","description":"Autonomous carts and grain carts hauling crops in the field.","buyer_phrases":["autonomous grain cart","bale hauling robot"],"robot_types":["autonomous cart"],"engagement_models":["purchase","raas"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"warehouse-picking-raas","name":"Warehouse picking-as-a-service","category_id":"logistics","description":"AMRs or robotic arms picking orders, paid per pick or per month.","buyer_phrases":["robot picking as a service","pick robot rental","warehouse robots RaaS"],"robot_types":["AMR","picking arm"],"engagement_models":["raas","purchase","rental"],"what_to_specify_in_rfq":["facility size and layout","SKU count and order profile","throughput (units or pallets per hour)","shifts per day","WMS/ERP in use","integration timeline","budget model (capex vs RaaS)"],"price_benchmarks":[{"description":"Locus Robotics AMRs offered as a service (reported)","low":2000,"high":2000,"currency":"USD","unit":"per robot per month","region":"US","source_url":"https://civl.com/news/story/locus-robotics-offers-warehouse-robots-for-2-000-per-month-as-a-service-fe208a13","as_of":"2026-10"}],"regulatory_notes":"Follow ANSI/RIA R15.08 (mobile robots), ISO 3691-4 (driverless trucks) and local workplace safety rules.","buyer_tips":["RaaS lowers upfront cost; check minimum term and per-pick fees.","Ask for references with similar SKU profiles and throughput.","Integration with your WMS is often the long pole."]},{"id":"goods-to-person","name":"Goods-to-person storage & retrieval","category_id":"logistics","description":"Cube storage (AutoStore-type) or shuttle systems bringing totes to pickers.","buyer_phrases":["AutoStore","goods to person system","ASRS"],"robot_types":["ASRS","shuttle robot"],"engagement_models":["raas","purchase","rental"],"what_to_specify_in_rfq":["facility size and layout","SKU count and order profile","throughput (units or pallets per hour)","shifts per day","WMS/ERP in use","integration timeline","budget model (capex vs RaaS)"],"price_benchmarks":[],"regulatory_notes":"Follow ANSI/RIA R15.08 (mobile robots), ISO 3691-4 (driverless trucks) and local workplace safety rules.","buyer_tips":["RaaS lowers upfront cost; check minimum term and per-pick fees.","Ask for references with similar SKU profiles and throughput.","Integration with your WMS is often the long pole."]},{"id":"autonomous-forklift","name":"Autonomous forklifts & pallet movers","category_id":"logistics","description":"Driverless forklifts and tuggers moving pallets.","buyer_phrases":["autonomous forklift","robotic forklift","AGV pallet"],"robot_types":["autonomous forklift","AGV"],"engagement_models":["raas","purchase","rental"],"what_to_specify_in_rfq":["facility size and layout","SKU count and order profile","throughput (units or pallets per hour)","shifts per day","WMS/ERP in use","integration timeline","budget model (capex vs RaaS)"],"price_benchmarks":[],"regulatory_notes":"Follow ANSI/RIA R15.08 (mobile robots), ISO 3691-4 (driverless trucks) and local workplace safety rules.","buyer_tips":["RaaS lowers upfront cost; check minimum term and per-pick fees.","Ask for references with similar SKU profiles and throughput.","Integration with your WMS is often the long pole."]},{"id":"palletizing-depalletizing","name":"Palletizing & depalletizing","category_id":"logistics","description":"Robots stacking and unstacking cases on pallets.","buyer_phrases":["palletizing robot","cobot palletizer"],"robot_types":["palletizing robot","cobot"],"engagement_models":["raas","purchase","rental"],"what_to_specify_in_rfq":["facility size and layout","SKU count and order profile","throughput (units or pallets per hour)","shifts per day","WMS/ERP in use","integration timeline","budget model (capex vs RaaS)"],"price_benchmarks":[{"description":"Turnkey FANUC CRX cobot palletizing cell, starting price","low":94750,"high":null,"currency":"USD","unit":"per cell","region":"US","source_url":"https://www.robotpalletizer.com/crx.html","as_of":"2026-10"},{"description":"Complete cobot palletizer cell (UR20, FANUC CRX-30iA or Doosan P3020) incl. shipping and installation","low":119850,"high":119850,"currency":"USD","unit":"per cell","region":"US","source_url":"https://www.picpacusa.com/cobotpalletizer","as_of":"2026-10"}],"regulatory_notes":"Follow ANSI/RIA R15.08 (mobile robots), ISO 3691-4 (driverless trucks) and local workplace safety rules.","buyer_tips":["RaaS lowers upfront cost; check minimum term and per-pick fees.","Ask for references with similar SKU profiles and throughput.","Integration with your WMS is often the long pole."]},{"id":"truck-unloading","name":"Truck & container unloading","category_id":"logistics","description":"Robots unloading floor-loaded boxes from trucks and containers.","buyer_phrases":["truck unloading robot","container unloading robot","Stretch robot"],"robot_types":["unloading robot"],"engagement_models":["raas","purchase","rental"],"what_to_specify_in_rfq":["facility size and layout","SKU count and order profile","throughput (units or pallets per hour)","shifts per day","WMS/ERP in use","integration timeline","budget model (capex vs RaaS)"],"price_benchmarks":[],"regulatory_notes":"Follow ANSI/RIA R15.08 (mobile robots), ISO 3691-4 (driverless trucks) and local workplace safety rules.","buyer_tips":["RaaS lowers upfront cost; check minimum term and per-pick fees.","Ask for references with similar SKU profiles and throughput.","Integration with your WMS is often the long pole."]},{"id":"inventory-drone-scanning","name":"Warehouse inventory scanning","category_id":"logistics","description":"Drones or rovers scanning rack locations and counting inventory.","buyer_phrases":["inventory drone","warehouse cycle count robot"],"robot_types":["inventory drone"],"engagement_models":["raas","purchase","rental"],"what_to_specify_in_rfq":["facility size and layout","SKU count and order profile","throughput (units or pallets per hour)","shifts per day","WMS/ERP in use","integration timeline","budget model (capex vs RaaS)"],"price_benchmarks":[],"regulatory_notes":"Follow ANSI/RIA R15.08 (mobile robots), ISO 3691-4 (driverless trucks) and local workplace safety rules.","buyer_tips":["RaaS lowers upfront cost; check minimum term and per-pick fees.","Ask for references with similar SKU profiles and throughput.","Integration with your WMS is often the long pole."]},{"id":"parcel-sortation","name":"Parcel sortation robots","category_id":"logistics","description":"Mobile sorting robots for parcel hubs and e-commerce.","buyer_phrases":["parcel sorting robot","robotic sortation"],"robot_types":["sorting robot"],"engagement_models":["raas","purchase","rental"],"what_to_specify_in_rfq":["facility size and layout","SKU count and order profile","throughput (units or pallets per hour)","shifts per day","WMS/ERP in use","integration timeline","budget model (capex vs RaaS)"],"price_benchmarks":[],"regulatory_notes":"Follow ANSI/RIA R15.08 (mobile robots), ISO 3691-4 (driverless trucks) and local workplace safety rules.","buyer_tips":["RaaS lowers upfront cost; check minimum term and per-pick fees.","Ask for references with similar SKU profiles and throughput.","Integration with your WMS is often the long pole."]},{"id":"micro-fulfillment","name":"Micro-fulfillment centers","category_id":"logistics","description":"Compact automated fulfillment for grocers and retailers.","buyer_phrases":["micro fulfillment robot","MFC grocery"],"robot_types":["ASRS"],"engagement_models":["raas","purchase","rental"],"what_to_specify_in_rfq":["facility size and layout","SKU count and order profile","throughput (units or pallets per hour)","shifts per day","WMS/ERP in use","integration timeline","budget model (capex vs RaaS)"],"price_benchmarks":[],"regulatory_notes":"Follow ANSI/RIA R15.08 (mobile robots), ISO 3691-4 (driverless trucks) and local workplace safety rules.","buyer_tips":["RaaS lowers upfront cost; check minimum term and per-pick fees.","Ask for references with similar SKU profiles and throughput.","Integration with your WMS is often the long pole."]},{"id":"cart-transport-amr","name":"Cart & tote transport AMRs","category_id":"logistics","description":"Mobile robots carrying carts and materials between workstations.","buyer_phrases":["AMR for material transport","cart robot"],"robot_types":["AMR"],"engagement_models":["raas","purchase","rental"],"what_to_specify_in_rfq":["facility size and layout","SKU count and order profile","throughput (units or pallets per hour)","shifts per day","WMS/ERP in use","integration timeline","budget model (capex vs RaaS)"],"price_benchmarks":[],"regulatory_notes":"Follow ANSI/RIA R15.08 (mobile robots), ISO 3691-4 (driverless trucks) and local workplace safety rules.","buyer_tips":["RaaS lowers upfront cost; check minimum term and per-pick fees.","Ask for references with similar SKU profiles and throughput.","Integration with your WMS is often the long pole."]},{"id":"third-party-robotic-fulfillment","name":"Robotic 3PL fulfillment","category_id":"logistics","description":"Outsourced fulfillment centers run with robots.","buyer_phrases":["robotic 3PL","automated fulfillment provider"],"robot_types":["AMR","ASRS"],"engagement_models":["service"],"what_to_specify_in_rfq":["facility size and layout","SKU count and order profile","throughput (units or pallets per hour)","shifts per day","WMS/ERP in use","integration timeline","budget model (capex vs RaaS)"],"price_benchmarks":[],"regulatory_notes":"Follow ANSI/RIA R15.08 (mobile robots), ISO 3691-4 (driverless trucks) and local workplace safety rules.","buyer_tips":["RaaS lowers upfront cost; check minimum term and per-pick fees.","Ask for references with similar SKU profiles and throughput.","Integration with your WMS is often the long pole."]},{"id":"yard-truck-autonomy","name":"Autonomous yard trucks","category_id":"logistics","description":"Driverless terminal tractors moving trailers in yards and ports.","buyer_phrases":["autonomous yard truck","yard tractor autonomy"],"robot_types":["autonomous yard truck"],"engagement_models":["raas","purchase"],"what_to_specify_in_rfq":["facility size and layout","SKU count and order profile","throughput (units or pallets per hour)","shifts per day","WMS/ERP in use","integration timeline","budget model (capex vs RaaS)"],"price_benchmarks":[],"regulatory_notes":"Follow ANSI/RIA R15.08 (mobile robots), ISO 3691-4 (driverless trucks) and local workplace safety rules.","buyer_tips":["RaaS lowers upfront cost; check minimum term and per-pick fees.","Ask for references with similar SKU profiles and throughput.","Integration with your WMS is often the long pole."]},{"id":"cold-storage-automation","name":"Cold storage automation","category_id":"logistics","description":"Robots operating in freezers and cold warehouses.","buyer_phrases":["cold storage robot","freezer ASRS"],"robot_types":["ASRS","autonomous forklift"],"engagement_models":["raas","purchase","rental"],"what_to_specify_in_rfq":["facility size and layout","SKU count and order profile","throughput (units or pallets per hour)","shifts per day","WMS/ERP in use","integration timeline","budget model (capex vs RaaS)"],"price_benchmarks":[],"regulatory_notes":"Follow ANSI/RIA R15.08 (mobile robots), ISO 3691-4 (driverless trucks) and local workplace safety rules.","buyer_tips":["RaaS lowers upfront cost; check minimum term and per-pick fees.","Ask for references with similar SKU profiles and throughput.","Integration with your WMS is often the long pole."]},{"id":"piece-picking-arms","name":"Robotic piece-picking arms","category_id":"logistics","description":"AI-powered robot arms picking individual items from bins.","buyer_phrases":["piece picking robot","robotic each picking"],"robot_types":["picking arm"],"engagement_models":["raas","purchase","rental"],"what_to_specify_in_rfq":["facility size and layout","SKU count and order profile","throughput (units or pallets per hour)","shifts per day","WMS/ERP in use","integration timeline","budget model (capex vs RaaS)"],"price_benchmarks":[],"regulatory_notes":"Follow ANSI/RIA R15.08 (mobile robots), ISO 3691-4 (driverless trucks) and local workplace safety rules.","buyer_tips":["RaaS lowers upfront cost; check minimum term and per-pick fees.","Ask for references with similar SKU profiles and throughput.","Integration with your WMS is often the long pole."]},{"id":"robotic-kitting-packing","name":"Robotic packing & bagging","category_id":"logistics","description":"Robots packing orders into boxes or bags.","buyer_phrases":["robotic packing","auto bagging robot"],"robot_types":["packing robot"],"engagement_models":["raas","purchase","rental"],"what_to_specify_in_rfq":["facility size and layout","SKU count and order profile","throughput (units or pallets per hour)","shifts per day","WMS/ERP in use","integration timeline","budget model (capex vs RaaS)"],"price_benchmarks":[],"regulatory_notes":"Follow ANSI/RIA R15.08 (mobile robots), ISO 3691-4 (driverless trucks) and local workplace safety rules.","buyer_tips":["RaaS lowers upfront cost; check minimum term and per-pick fees.","Ask for references with similar SKU profiles and throughput.","Integration with your WMS is often the long pole."]},{"id":"sidewalk-delivery-robot","name":"Sidewalk robot delivery","category_id":"delivery","description":"Small wheeled robots delivering food, groceries and parcels on campuses and neighborhoods.","buyer_phrases":["delivery robot","Starship robot","robot food delivery"],"robot_types":["sidewalk delivery robot"],"engagement_models":["service","raas"],"what_to_specify_in_rfq":["pickup and drop-off areas","package weight and size","daily volume","delivery time windows","temperature requirements","geography (campus, city, rural)"],"price_benchmarks":[{"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"}],"regulatory_notes":"Sidewalk robots are regulated by state/municipal rules; drone delivery needs aviation approvals (FAA Part 135 / BVLOS waivers, EASA SORA).","buyer_tips":["Availability is limited to specific service areas — check coverage first.","Ask about per-delivery pricing versus monthly fleet fees."]},{"id":"drone-package-delivery","name":"Drone package delivery","category_id":"delivery","description":"Drones delivering retail, food and parcels to homes.","buyer_phrases":["drone delivery service","Wing delivery","Zipline home delivery"],"robot_types":["delivery drone"],"engagement_models":["service","raas"],"what_to_specify_in_rfq":["pickup and drop-off areas","package weight and size","daily volume","delivery time windows","temperature requirements","geography (campus, city, rural)"],"price_benchmarks":[],"regulatory_notes":"Sidewalk robots are regulated by state/municipal rules; drone delivery needs aviation approvals (FAA Part 135 / BVLOS waivers, EASA SORA).","buyer_tips":["Availability is limited to specific service areas — check coverage first.","Ask about per-delivery pricing versus monthly fleet fees."]},{"id":"autonomous-delivery-van","name":"Autonomous delivery vehicles","category_id":"delivery","description":"Road-going driverless vehicles delivering groceries and goods.","buyer_phrases":["Nuro delivery","autonomous delivery vehicle"],"robot_types":["autonomous delivery vehicle"],"engagement_models":["service","raas"],"what_to_specify_in_rfq":["pickup and drop-off areas","package weight and size","daily volume","delivery time windows","temperature requirements","geography (campus, city, rural)"],"price_benchmarks":[],"regulatory_notes":"Sidewalk robots are regulated by state/municipal rules; drone delivery needs aviation approvals (FAA Part 135 / BVLOS waivers, EASA SORA).","buyer_tips":["Availability is limited to specific service areas — check coverage first.","Ask about per-delivery pricing versus monthly fleet fees."]},{"id":"campus-food-delivery","name":"Campus food delivery robots","category_id":"delivery","description":"Robot delivery programs for universities and corporate campuses.","buyer_phrases":["campus delivery robots","university robot delivery"],"robot_types":["sidewalk delivery robot"],"engagement_models":["service","raas"],"what_to_specify_in_rfq":["pickup and drop-off areas","package weight and size","daily volume","delivery time windows","temperature requirements","geography (campus, city, rural)"],"price_benchmarks":[{"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"}],"regulatory_notes":"Sidewalk robots are regulated by state/municipal rules; drone delivery needs aviation approvals (FAA Part 135 / BVLOS waivers, EASA SORA).","buyer_tips":["Availability is limited to specific service areas — check coverage first.","Ask about per-delivery pricing versus monthly fleet fees."]},{"id":"indoor-building-delivery","name":"Indoor building & hotel delivery","category_id":"delivery","description":"Robots delivering items to rooms and offices, riding elevators.","buyer_phrases":["hotel delivery robot","indoor delivery robot"],"robot_types":["indoor delivery robot"],"engagement_models":["rental","raas","purchase"],"what_to_specify_in_rfq":["pickup and drop-off areas","package weight and size","daily volume","delivery time windows","temperature requirements","geography (campus, city, rural)"],"price_benchmarks":[],"regulatory_notes":"Sidewalk robots are regulated by state/municipal rules; drone delivery needs aviation approvals (FAA Part 135 / BVLOS waivers, EASA SORA).","buyer_tips":["Availability is limited to specific service areas — check coverage first.","Ask about per-delivery pricing versus monthly fleet fees."]},{"id":"hospital-logistics-robots","name":"Hospital logistics delivery","category_id":"delivery","description":"Autonomous robots moving meds, linens, meals and samples in hospitals.","buyer_phrases":["hospital delivery robot","TUG robot","Moxi"],"robot_types":["hospital AMR"],"engagement_models":["raas","purchase"],"what_to_specify_in_rfq":["pickup and drop-off areas","package weight and size","daily volume","delivery time windows","temperature requirements","geography (campus, city, rural)"],"price_benchmarks":[],"regulatory_notes":"Sidewalk robots are regulated by state/municipal rules; drone delivery needs aviation approvals (FAA Part 135 / BVLOS waivers, EASA SORA).","buyer_tips":["Availability is limited to specific service areas — check coverage first.","Ask about per-delivery pricing versus monthly fleet fees."]},{"id":"ship-to-shore-drone-delivery","name":"Ship-to-shore & offshore drone delivery","category_id":"delivery","description":"Drones delivering parts and documents to ships and rigs.","buyer_phrases":["ship delivery drone","offshore drone delivery"],"robot_types":["delivery drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["pickup and drop-off areas","package weight and size","daily volume","delivery time windows","temperature requirements","geography (campus, city, rural)"],"price_benchmarks":[],"regulatory_notes":"Sidewalk robots are regulated by state/municipal rules; drone delivery needs aviation approvals (FAA Part 135 / BVLOS waivers, EASA SORA).","buyer_tips":["Availability is limited to specific service areas — check coverage first.","Ask about per-delivery pricing versus monthly fleet fees."]},{"id":"restaurant-delivery-drone","name":"Restaurant & grocery drone delivery","category_id":"delivery","description":"Drone delivery for restaurants and grocery stores in suburbs.","buyer_phrases":["food drone delivery","Flytrex"],"robot_types":["delivery drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["pickup and drop-off areas","package weight and size","daily volume","delivery time windows","temperature requirements","geography (campus, city, rural)"],"price_benchmarks":[],"regulatory_notes":"Sidewalk robots are regulated by state/municipal rules; drone delivery needs aviation approvals (FAA Part 135 / BVLOS waivers, EASA SORA).","buyer_tips":["Availability is limited to specific service areas — check coverage first.","Ask about per-delivery pricing versus monthly fleet fees."]},{"id":"robotaxi","name":"Robotaxi rides","category_id":"mobility","description":"Driverless ride-hailing in supported cities.","buyer_phrases":["driverless taxi","Waymo ride","robotaxi"],"robot_types":["robotaxi"],"engagement_models":["service"],"what_to_specify_in_rfq":["route or service area","passenger or freight volume","hours of operation","vehicle type","duration of pilot","infrastructure available"],"price_benchmarks":[{"description":"Waymo Las Vegas published rate: $9.49 base + $1.23/mile + $0.45/minute","low":9.49,"high":null,"currency":"USD","unit":"per trip base","region":"US-NV","source_url":"https://www.robotaxiatlas.com/waymo-price/","as_of":"2026-10"},{"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"},{"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"}],"regulatory_notes":"Autonomous vehicles require state/national permits (e.g., California DMV/CPUC, China local permits, UNECE rules in EU).","buyer_tips":["Service areas are geofenced; check the exact map.","Pilots for campuses/communities usually run 6-12 months."]},{"id":"autonomous-shuttle","name":"Autonomous shuttles","category_id":"mobility","description":"Low-speed driverless shuttles for campuses, airports and communities.","buyer_phrases":["autonomous shuttle pilot","self-driving shuttle"],"robot_types":["autonomous shuttle"],"engagement_models":["service","raas"],"what_to_specify_in_rfq":["route or service area","passenger or freight volume","hours of operation","vehicle type","duration of pilot","infrastructure available"],"price_benchmarks":[],"regulatory_notes":"Autonomous vehicles require state/national permits (e.g., California DMV/CPUC, China local permits, UNECE rules in EU).","buyer_tips":["Service areas are geofenced; check the exact map.","Pilots for campuses/communities usually run 6-12 months."]},{"id":"autonomous-trucking","name":"Autonomous trucking (freight)","category_id":"mobility","description":"Driverless long-haul or middle-mile trucking.","buyer_phrases":["autonomous truck freight","driverless trucking"],"robot_types":["autonomous truck"],"engagement_models":["service"],"what_to_specify_in_rfq":["route or service area","passenger or freight volume","hours of operation","vehicle type","duration of pilot","infrastructure available"],"price_benchmarks":[],"regulatory_notes":"Autonomous vehicles require state/national permits (e.g., California DMV/CPUC, China local permits, UNECE rules in EU).","buyer_tips":["Service areas are geofenced; check the exact map.","Pilots for campuses/communities usually run 6-12 months."]},{"id":"autonomous-mining-haulage","name":"Autonomous haulage (off-road)","category_id":"mobility","description":"Driverless off-road haul trucks for mines and quarries.","buyer_phrases":["autonomous haul truck"],"robot_types":["autonomous haul truck"],"engagement_models":["purchase","raas"],"what_to_specify_in_rfq":["route or service area","passenger or freight volume","hours of operation","vehicle type","duration of pilot","infrastructure available"],"price_benchmarks":[],"regulatory_notes":"Autonomous vehicles require state/national permits (e.g., California DMV/CPUC, China local permits, UNECE rules in EU).","buyer_tips":["Service areas are geofenced; check the exact map.","Pilots for campuses/communities usually run 6-12 months."]},{"id":"airport-baggage-autonomy","name":"Airport ground vehicle autonomy","category_id":"mobility","description":"Autonomous baggage tractors and ground support vehicles.","buyer_phrases":["autonomous baggage tractor"],"robot_types":["autonomous tug"],"engagement_models":["raas","purchase"],"what_to_specify_in_rfq":["route or service area","passenger or freight volume","hours of operation","vehicle type","duration of pilot","infrastructure available"],"price_benchmarks":[],"regulatory_notes":"Autonomous vehicles require state/national permits (e.g., California DMV/CPUC, China local permits, UNECE rules in EU).","buyer_tips":["Service areas are geofenced; check the exact map.","Pilots for campuses/communities usually run 6-12 months."]},{"id":"autonomous-wheelchair","name":"Autonomous wheelchairs & mobility","category_id":"mobility","description":"Self-driving wheelchairs for airports and hospitals.","buyer_phrases":["autonomous wheelchair airport"],"robot_types":["autonomous wheelchair"],"engagement_models":["raas","purchase"],"what_to_specify_in_rfq":["route or service area","passenger or freight volume","hours of operation","vehicle type","duration of pilot","infrastructure available"],"price_benchmarks":[],"regulatory_notes":"Autonomous vehicles require state/national permits (e.g., California DMV/CPUC, China local permits, UNECE rules in EU).","buyer_tips":["Service areas are geofenced; check the exact map.","Pilots for campuses/communities usually run 6-12 months."]},{"id":"security-patrol-robot","name":"Security patrol robots","category_id":"security","description":"Autonomous robots patrolling parking lots, campuses and buildings with cameras and alerts.","buyer_phrases":["security robot","robot guard","Knightscope"],"robot_types":["security robot"],"engagement_models":["raas","service","purchase"],"what_to_specify_in_rfq":["site type and size","areas/routes to patrol","hours and days of coverage","indoor or outdoor","integration with existing VMS/alarms","response protocol","contract length"],"price_benchmarks":[{"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"},{"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"},{"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"},{"description":"K5 annual rental, as reported (NBC News 2021, compiled by The Bot Scout)","low":70000,"high":80000,"currency":"USD","unit":"per year","region":"US","source_url":"https://www.thebotscout.com/pricing/security-robot-cost/","as_of":"2026-10"}],"regulatory_notes":"Security services may need state/provincial guard licensing; video/audio recording must respect privacy laws (GDPR, state wiretap laws). Drone patrols need aviation approval.","buyer_tips":["Robots supplement guards; clarify who responds to alerts.","Compare monthly RaaS to guard hourly cost for the same coverage."]},{"id":"security-drone-patrol","name":"Security drone patrols","category_id":"security","description":"Docked or piloted drones patrolling perimeters and responding to alarms.","buyer_phrases":["security drone","drone patrol service"],"robot_types":["docked drone"],"engagement_models":["raas","service","purchase"],"what_to_specify_in_rfq":["site type and size","areas/routes to patrol","hours and days of coverage","indoor or outdoor","integration with existing VMS/alarms","response protocol","contract length"],"price_benchmarks":[{"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"},{"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"}],"regulatory_notes":"Security services may need state/provincial guard licensing; video/audio recording must respect privacy laws (GDPR, state wiretap laws). Drone patrols need aviation approval.","buyer_tips":["Robots supplement guards; clarify who responds to alerts.","Compare monthly RaaS to guard hourly cost for the same coverage."]},{"id":"event-security-drone","name":"Event security overwatch","category_id":"security","description":"Drone and tethered drone overwatch for events and crowds.","buyer_phrases":["drone event security","crowd drone"],"robot_types":["tethered drone"],"engagement_models":["raas","service","purchase"],"what_to_specify_in_rfq":["site type and size","areas/routes to patrol","hours and days of coverage","indoor or outdoor","integration with existing VMS/alarms","response protocol","contract length"],"price_benchmarks":[],"regulatory_notes":"Security services may need state/provincial guard licensing; video/audio recording must respect privacy laws (GDPR, state wiretap laws). Drone patrols need aviation approval.","buyer_tips":["Robots supplement guards; clarify who responds to alerts.","Compare monthly RaaS to guard hourly cost for the same coverage."]},{"id":"counter-drone","name":"Counter-drone / drone detection","category_id":"security","description":"Systems detecting and mitigating rogue drones at events, prisons and airports.","buyer_phrases":["drone detection system","counter UAS"],"robot_types":["drone detection radar"],"engagement_models":["purchase","rental","service"],"what_to_specify_in_rfq":["site type and size","areas/routes to patrol","hours and days of coverage","indoor or outdoor","integration with existing VMS/alarms","response protocol","contract length"],"price_benchmarks":[],"regulatory_notes":"Drone mitigation (jamming/takeover) is restricted to authorized federal agencies in many countries; detection is generally legal.","buyer_tips":["Robots supplement guards; clarify who responds to alerts.","Compare monthly RaaS to guard hourly cost for the same coverage."]},{"id":"indoor-security-robot","name":"Indoor security & concierge robots","category_id":"security","description":"Indoor robots monitoring lobbies, data centers and warehouses after hours.","buyer_phrases":["indoor security robot"],"robot_types":["indoor security robot"],"engagement_models":["raas","service","purchase"],"what_to_specify_in_rfq":["site type and size","areas/routes to patrol","hours and days of coverage","indoor or outdoor","integration with existing VMS/alarms","response protocol","contract length"],"price_benchmarks":[],"regulatory_notes":"Security services may need state/provincial guard licensing; video/audio recording must respect privacy laws (GDPR, state wiretap laws). Drone patrols need aviation approval.","buyer_tips":["Robots supplement guards; clarify who responds to alerts.","Compare monthly RaaS to guard hourly cost for the same coverage."]},{"id":"perimeter-intrusion-ugv","name":"Perimeter patrol UGVs","category_id":"security","description":"Rugged ground robots patrolling fences at critical infrastructure.","buyer_phrases":["perimeter robot","UGV patrol"],"robot_types":["UGV"],"engagement_models":["raas","service","purchase"],"what_to_specify_in_rfq":["site type and size","areas/routes to patrol","hours and days of coverage","indoor or outdoor","integration with existing VMS/alarms","response protocol","contract length"],"price_benchmarks":[],"regulatory_notes":"Security services may need state/provincial guard licensing; video/audio recording must respect privacy laws (GDPR, state wiretap laws). Drone patrols need aviation approval.","buyer_tips":["Robots supplement guards; clarify who responds to alerts.","Compare monthly RaaS to guard hourly cost for the same coverage."]},{"id":"construction-site-security","name":"Construction site security robots & towers","category_id":"security","description":"Autonomous patrols and remote monitoring for job sites at night.","buyer_phrases":["job site security robot","construction site monitoring"],"robot_types":["security robot","camera tower"],"engagement_models":["raas","service","purchase"],"what_to_specify_in_rfq":["site type and size","areas/routes to patrol","hours and days of coverage","indoor or outdoor","integration with existing VMS/alarms","response protocol","contract length"],"price_benchmarks":[],"regulatory_notes":"Security services may need state/provincial guard licensing; video/audio recording must respect privacy laws (GDPR, state wiretap laws). Drone patrols need aviation approval.","buyer_tips":["Robots supplement guards; clarify who responds to alerts.","Compare monthly RaaS to guard hourly cost for the same coverage."]},{"id":"loss-prevention-retail","name":"Retail loss prevention robots","category_id":"security","description":"Robots patrolling stores and parking lots to deter theft.","buyer_phrases":["parking lot security robot retail"],"robot_types":["security robot"],"engagement_models":["raas","service","purchase"],"what_to_specify_in_rfq":["site type and size","areas/routes to patrol","hours and days of coverage","indoor or outdoor","integration with existing VMS/alarms","response protocol","contract length"],"price_benchmarks":[],"regulatory_notes":"Security services may need state/provincial guard licensing; video/audio recording must respect privacy laws (GDPR, state wiretap laws). Drone patrols need aviation approval.","buyer_tips":["Robots supplement guards; clarify who responds to alerts.","Compare monthly RaaS to guard hourly cost for the same coverage."]},{"id":"drone-light-show","name":"Drone light show","category_id":"events","description":"Synchronized fleets of LED drones forming shapes, logos and animations in the night sky.","buyer_phrases":["drone show","drone light show cost","fireworks alternative drones"],"robot_types":["show drone"],"engagement_models":["service","rental"],"what_to_specify_in_rfq":["event date and location","venue indoor/outdoor","audience size","duration","theme/branding requirements","budget","permits/venue restrictions"],"price_benchmarks":[{"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"},{"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"},{"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"},{"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"},{"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"},{"description":"Average show cost (~307 drones, ~$195/drone) per SPH Engineering market analysis","low":58400,"high":58400,"currency":"USD","unit":"per show","region":"APAC","source_url":"https://www.cyberdrone.com/pricing","as_of":"2026-10"},{"description":"Average show cost (~218 drones, ~$233/drone) per SPH Engineering market analysis","low":52500,"high":52500,"currency":"USD","unit":"per show","region":"North America","source_url":"https://www.cyberdrone.com/pricing","as_of":"2026-10"},{"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"},{"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"},{"description":"Small ~100-drone show in Australia","low":25000,"high":50000,"currency":"AUD","unit":"per show","region":"AU","source_url":"https://www.flyingglass.com.au/drone-show-guide/","as_of":"2026-10"},{"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"},{"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"},{"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"},{"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"},{"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"},{"description":"Industry guide range incl. large US operators (cites Sky Elements' public $350–$500/drone)","low":200,"high":500,"currency":"USD","unit":"per drone","region":"US","source_url":"https://dronegearhq.com/guides/drone-light-show-cost/","as_of":"2026"}],"regulatory_notes":"Outdoor drone shows need aviation authorization (FAA waivers for multiple drones/night, EASA Specific category). Pyrotechnic drones need extra permits.","buyer_tips":["Book drone shows 4-8 weeks ahead minimum for permits.","Ask for a backup weather date and what happens if wind cancels.","Robot rentals usually include an operator/handler — confirm."]},{"id":"pyro-drone-show","name":"Pyro drone show","category_id":"events","description":"Drone shows with fireworks attached for extra spectacle.","buyer_phrases":["pyro drone show","fireworks drones"],"robot_types":["pyro drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["event date and location","venue indoor/outdoor","audience size","duration","theme/branding requirements","budget","permits/venue restrictions"],"price_benchmarks":[],"regulatory_notes":"Outdoor drone shows need aviation authorization (FAA waivers for multiple drones/night, EASA Specific category). Pyrotechnic drones need extra permits.","buyer_tips":["Book drone shows 4-8 weeks ahead minimum for permits.","Ask for a backup weather date and what happens if wind cancels.","Robot rentals usually include an operator/handler — confirm."]},{"id":"event-robot-rental","name":"Robots for events (rental)","category_id":"events","description":"Rent humanoid, promotional or interactive robots for trade shows, parties and activations.","buyer_phrases":["rent a robot for event","robot for trade show","party robot rental"],"robot_types":["humanoid robot","promo robot"],"engagement_models":["service","rental"],"what_to_specify_in_rfq":["event date and location","venue indoor/outdoor","audience size","duration","theme/branding requirements","budget","permits/venue restrictions"],"price_benchmarks":[{"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"},{"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"}],"regulatory_notes":"Outdoor drone shows need aviation authorization (FAA waivers for multiple drones/night, EASA Specific category). Pyrotechnic drones need extra permits.","buyer_tips":["Book drone shows 4-8 weeks ahead minimum for permits.","Ask for a backup weather date and what happens if wind cancels.","Robot rentals usually include an operator/handler — confirm."]},{"id":"robot-bartender","name":"Robot bartender","category_id":"events","description":"Robotic bars that mix and serve cocktails at events or venues.","buyer_phrases":["robot bartender rental","cocktail robot","Makr Shakr"],"robot_types":["bartender robot"],"engagement_models":["rental","purchase","service"],"what_to_specify_in_rfq":["event date and location","venue indoor/outdoor","audience size","duration","theme/branding requirements","budget","permits/venue restrictions"],"price_benchmarks":[{"description":"Robot bartender rental, 6-hour shift with engineer (Los Angeles)","low":7000,"high":7000,"currency":"USD","unit":"per event","region":"US","source_url":"https://spacelabwow.com/robot-bartender-rental.html","as_of":"2026-10"}],"regulatory_notes":"Outdoor drone shows need aviation authorization (FAA waivers for multiple drones/night, EASA Specific category). Pyrotechnic drones need extra permits.","buyer_tips":["Book drone shows 4-8 weeks ahead minimum for permits.","Ask for a backup weather date and what happens if wind cancels.","Robot rentals usually include an operator/handler — confirm."]},{"id":"robot-barista","name":"Robot barista","category_id":"events","description":"Robotic coffee kiosks serving espresso drinks.","buyer_phrases":["robot coffee","robot barista kiosk"],"robot_types":["barista robot"],"engagement_models":["purchase","rental","raas"],"what_to_specify_in_rfq":["event date and location","venue indoor/outdoor","audience size","duration","theme/branding requirements","budget","permits/venue restrictions"],"price_benchmarks":[{"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"},{"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"}],"regulatory_notes":"Outdoor drone shows need aviation authorization (FAA waivers for multiple drones/night, EASA Specific category). Pyrotechnic drones need extra permits.","buyer_tips":["Book drone shows 4-8 weeks ahead minimum for permits.","Ask for a backup weather date and what happens if wind cancels.","Robot rentals usually include an operator/handler — confirm."]},{"id":"robot-performer-dance","name":"Robot performers & dancers","category_id":"events","description":"Robot dogs, humanoids or industrial arms performing choreography and stunts.","buyer_phrases":["robot dance show","robot performance hire"],"robot_types":["humanoid","quadruped","industrial arm"],"engagement_models":["rental","service"],"what_to_specify_in_rfq":["event date and location","venue indoor/outdoor","audience size","duration","theme/branding requirements","budget","permits/venue restrictions"],"price_benchmarks":[],"regulatory_notes":"Outdoor drone shows need aviation authorization (FAA waivers for multiple drones/night, EASA Specific category). Pyrotechnic drones need extra permits.","buyer_tips":["Book drone shows 4-8 weeks ahead minimum for permits.","Ask for a backup weather date and what happens if wind cancels.","Robot rentals usually include an operator/handler — confirm."]},{"id":"robot-photo-booth","name":"Robotic camera & photo booth","category_id":"events","description":"Robotic arm cameras (glambot) or photo-robots for events.","buyer_phrases":["glambot rental","robot arm camera event"],"robot_types":["camera robot arm"],"engagement_models":["rental"],"what_to_specify_in_rfq":["event date and location","venue indoor/outdoor","audience size","duration","theme/branding requirements","budget","permits/venue restrictions"],"price_benchmarks":[{"description":"Glambot robotic camera rental, 3-5 hours (Los Angeles/San Diego)","low":2995,"high":4995,"currency":"USD","unit":"per event","region":"US-CA","source_url":"https://www.pixsterphotobooth.com/glambot","as_of":"2026-10"},{"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"}],"regulatory_notes":"Outdoor drone shows need aviation authorization (FAA waivers for multiple drones/night, EASA Specific category). Pyrotechnic drones need extra permits.","buyer_tips":["Book drone shows 4-8 weeks ahead minimum for permits.","Ask for a backup weather date and what happens if wind cancels.","Robot rentals usually include an operator/handler — confirm."]},{"id":"motion-control-camera","name":"Motion control camera robots","category_id":"events","description":"High-speed robotic camera arms for commercials and film.","buyer_phrases":["motion control rig rental","MRMC","Bolt robot"],"robot_types":["camera robot arm"],"engagement_models":["rental","service"],"what_to_specify_in_rfq":["event date and location","venue indoor/outdoor","audience size","duration","theme/branding requirements","budget","permits/venue restrictions"],"price_benchmarks":[],"regulatory_notes":"Outdoor drone shows need aviation authorization (FAA waivers for multiple drones/night, EASA Specific category). Pyrotechnic drones need extra permits.","buyer_tips":["Book drone shows 4-8 weeks ahead minimum for permits.","Ask for a backup weather date and what happens if wind cancels.","Robot rentals usually include an operator/handler — confirm."]},{"id":"telepresence-event","name":"Telepresence robots for events","category_id":"events","description":"Let remote attendees roam a venue via telepresence robots.","buyer_phrases":["telepresence robot rental event"],"robot_types":["telepresence robot"],"engagement_models":["rental"],"what_to_specify_in_rfq":["event date and location","venue indoor/outdoor","audience size","duration","theme/branding requirements","budget","permits/venue restrictions"],"price_benchmarks":[],"regulatory_notes":"Outdoor drone shows need aviation authorization (FAA waivers for multiple drones/night, EASA Specific category). Pyrotechnic drones need extra permits.","buyer_tips":["Book drone shows 4-8 weeks ahead minimum for permits.","Ask for a backup weather date and what happens if wind cancels.","Robot rentals usually include an operator/handler — confirm."]},{"id":"drone-racing-events","name":"Drone racing & FPV experiences","category_id":"events","description":"Organized drone racing, FPV experiences and team building.","buyer_phrases":["drone racing event","FPV team building"],"robot_types":["FPV drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["event date and location","venue indoor/outdoor","audience size","duration","theme/branding requirements","budget","permits/venue restrictions"],"price_benchmarks":[],"regulatory_notes":"Outdoor drone shows need aviation authorization (FAA waivers for multiple drones/night, EASA Specific category). Pyrotechnic drones need extra permits.","buyer_tips":["Book drone shows 4-8 weeks ahead minimum for permits.","Ask for a backup weather date and what happens if wind cancels.","Robot rentals usually include an operator/handler — confirm."]},{"id":"animatronics","name":"Animatronics & robotic characters","category_id":"events","description":"Custom animatronic figures for theme parks, museums and displays.","buyer_phrases":["animatronic rental","custom animatronics"],"robot_types":["animatronic"],"engagement_models":["rental","purchase","service"],"what_to_specify_in_rfq":["event date and location","venue indoor/outdoor","audience size","duration","theme/branding requirements","budget","permits/venue restrictions"],"price_benchmarks":[],"regulatory_notes":"Outdoor drone shows need aviation authorization (FAA waivers for multiple drones/night, EASA Specific category). Pyrotechnic drones need extra permits.","buyer_tips":["Book drone shows 4-8 weeks ahead minimum for permits.","Ask for a backup weather date and what happens if wind cancels.","Robot rentals usually include an operator/handler — confirm."]},{"id":"robot-mascot-costume","name":"Robot mascots & costume robots","category_id":"events","description":"Giant walking robot costumes and LED robots for parties.","buyer_phrases":["LED robot costume party","robot show party"],"robot_types":["robot costume"],"engagement_models":["rental","service"],"what_to_specify_in_rfq":["event date and location","venue indoor/outdoor","audience size","duration","theme/branding requirements","budget","permits/venue restrictions"],"price_benchmarks":[{"description":"Giant LED robot stilt walker (Glowbot), UK agency booking, 'from' price, plus VAT and travel","low":891,"high":null,"currency":"GBP","unit":"per booking","region":"GB","source_url":"https://www.juliacharleseventmanagement.co.uk/entertainment/led-and-glow-performers/giant-led-glowbot/","as_of":"2026-10"},{"description":"LED robot walkabout, 1 robot, 45 min, Mexico City reference price (Robots de Leds)","low":2800,"high":null,"currency":"MXN","unit":"per booking","region":"MX","source_url":"https://www.robotsdeleds.com/","as_of":"2026-10"},{"description":"LED robot walkabout, 2 robots, 45 min, Mexico City reference price (Robots de Leds)","low":5300,"high":null,"currency":"MXN","unit":"per booking","region":"MX","source_url":"https://www.robotsdeleds.com/","as_of":"2026-10"}],"regulatory_notes":"Outdoor drone shows need aviation authorization (FAA waivers for multiple drones/night, EASA Specific category). Pyrotechnic drones need extra permits.","buyer_tips":["Book drone shows 4-8 weeks ahead minimum for permits.","Ask for a backup weather date and what happens if wind cancels.","Robot rentals usually include an operator/handler — confirm."]},{"id":"indoor-drone-show","name":"Indoor drone show","category_id":"events","description":"Small drones performing light shows indoors at arenas, theaters and conferences.","buyer_phrases":["indoor drone show","drone show stage"],"robot_types":["indoor show drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["event date and location","venue indoor/outdoor","audience size","duration","theme/branding requirements","budget","permits/venue restrictions"],"price_benchmarks":[{"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"},{"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"}],"regulatory_notes":"Outdoor drone shows need aviation authorization (FAA waivers for multiple drones/night, EASA Specific category). Pyrotechnic drones need extra permits.","buyer_tips":["Book drone shows 4-8 weeks ahead minimum for permits.","Ask for a backup weather date and what happens if wind cancels.","Robot rentals usually include an operator/handler — confirm."]},{"id":"robotic-lawn-mowing","name":"Robotic lawn mowing","category_id":"home","description":"Robot mowers keeping lawns cut automatically; buy or subscribe with install service.","buyer_phrases":["robot lawn mower","robotic mowing service","automower installation"],"robot_types":["robotic mower"],"engagement_models":["purchase","service","raas"],"what_to_specify_in_rfq":["property address","area size (lawn sq ft, pool size, floor area)","frequency","obstacles/terrain","purchase or subscription preference"],"price_benchmarks":[{"description":"Professional robotic mower installation (local US installers)","low":499,"high":799,"currency":"USD","unit":"per install","region":"US","source_url":"https://zippylawnz.us/robotic-lawn-mower-installation","as_of":"2026-10","change_reason":"correction"},{"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"},{"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"}],"regulatory_notes":"Generally unregulated consumer devices; check HOA rules for outdoor robots and privacy of camera-equipped devices.","buyer_tips":["Most home robots are bought, but subscription and installer services exist.","Check boundary-wire vs. wire-free (RTK/vision) options for mowers."]},{"id":"commercial-robotic-mowing","name":"Commercial robotic mowing","category_id":"home","description":"Fleets of robotic mowers for sports fields, parks, solar farms and campuses.","buyer_phrases":["commercial robot mowing","robotic mowing service sports fields"],"robot_types":["commercial robotic mower"],"engagement_models":["raas","service","purchase"],"what_to_specify_in_rfq":["property address","area size (lawn sq ft, pool size, floor area)","frequency","obstacles/terrain","purchase or subscription preference"],"price_benchmarks":[{"description":"Scythe M.52 autonomous commercial mower lease (Standard incl. 40 acres; Unlimited)","low":1800,"high":2200,"currency":"USD","unit":"per month","region":"US","source_url":"https://scytherobotics.com/sales","as_of":"2026-10"}],"regulatory_notes":"Generally unregulated consumer devices; check HOA rules for outdoor robots and privacy of camera-equipped devices.","buyer_tips":["Most home robots are bought, but subscription and installer services exist.","Check boundary-wire vs. wire-free (RTK/vision) options for mowers."]},{"id":"robotic-pool-cleaning","name":"Robotic pool cleaning","category_id":"home","description":"Robot pool cleaners scrubbing floors, walls and waterlines.","buyer_phrases":["robotic pool cleaner","pool robot"],"robot_types":["pool robot"],"engagement_models":["purchase","service","raas"],"what_to_specify_in_rfq":["property address","area size (lawn sq ft, pool size, floor area)","frequency","obstacles/terrain","purchase or subscription preference"],"price_benchmarks":[{"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"}],"regulatory_notes":"Generally unregulated consumer devices; check HOA rules for outdoor robots and privacy of camera-equipped devices.","buyer_tips":["Most home robots are bought, but subscription and installer services exist.","Check boundary-wire vs. wire-free (RTK/vision) options for mowers."]},{"id":"robotic-vacuum-home","name":"Home vacuuming & mopping","category_id":"home","description":"Robot vacuums and mops for homes.","buyer_phrases":["robot vacuum","roomba","robot mop"],"robot_types":["robot vacuum"],"engagement_models":["purchase"],"what_to_specify_in_rfq":["property address","area size (lawn sq ft, pool size, floor area)","frequency","obstacles/terrain","purchase or subscription preference"],"price_benchmarks":[{"description":"Robot vacuum with self-emptying/auto-wash dock, iRobot US store (models shown on the Roomba page)","low":449.99,"high":699.99,"currency":"USD","unit":"per unit","region":"US","source_url":"https://www.irobot.com/en_US/roomba.html","as_of":"2026-10-25"}],"regulatory_notes":"Generally unregulated consumer devices; check HOA rules for outdoor robots and privacy of camera-equipped devices.","buyer_tips":["Most home robots are bought, but subscription and installer services exist.","Check boundary-wire vs. wire-free (RTK/vision) options for mowers."]},{"id":"window-cleaning-robot-home","name":"Home window cleaning robots","category_id":"home","description":"Suction robots cleaning windows and glass at home.","buyer_phrases":["window cleaning robot","window robot"],"robot_types":["window robot"],"engagement_models":["purchase"],"what_to_specify_in_rfq":["property address","area size (lawn sq ft, pool size, floor area)","frequency","obstacles/terrain","purchase or subscription preference"],"price_benchmarks":[{"description":"Home window-cleaning robot, ECOVACS WINBOT W2S (base) to W2S OMNI (with station), US store","low":299,"high":599.99,"currency":"USD","unit":"per unit","region":"US","source_url":"https://www.ecovacs.com/us/winbot-window-cleaning-robot/winbot-w2s-omni","as_of":"2026-10-25"}],"regulatory_notes":"Generally unregulated consumer devices; check HOA rules for outdoor robots and privacy of camera-equipped devices.","buyer_tips":["Most home robots are bought, but subscription and installer services exist.","Check boundary-wire vs. wire-free (RTK/vision) options for mowers."]},{"id":"gutter-cleaning-robot","name":"Gutter cleaning","category_id":"home","description":"Robots or drones clearing gutters.","buyer_phrases":["gutter cleaning robot","drone gutter cleaning"],"robot_types":["gutter robot"],"engagement_models":["purchase","service"],"what_to_specify_in_rfq":["property address","area size (lawn sq ft, pool size, floor area)","frequency","obstacles/terrain","purchase or subscription preference"],"price_benchmarks":[],"regulatory_notes":"Generally unregulated consumer devices; check HOA rules for outdoor robots and privacy of camera-equipped devices.","buyer_tips":["Most home robots are bought, but subscription and installer services exist.","Check boundary-wire vs. wire-free (RTK/vision) options for mowers."]},{"id":"solar-panel-cleaning-home","name":"Residential solar panel cleaning","category_id":"home","description":"Robots or drones cleaning rooftop solar panels.","buyer_phrases":["solar panel cleaning robot home"],"robot_types":["solar cleaning robot"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["property address","area size (lawn sq ft, pool size, floor area)","frequency","obstacles/terrain","purchase or subscription preference"],"price_benchmarks":[],"regulatory_notes":"Generally unregulated consumer devices; check HOA rules for outdoor robots and privacy of camera-equipped devices.","buyer_tips":["Most home robots are bought, but subscription and installer services exist.","Check boundary-wire vs. wire-free (RTK/vision) options for mowers."]},{"id":"snow-removal-robot","name":"Snow removal robots","category_id":"home","description":"Autonomous snow blowers clearing driveways and paths.","buyer_phrases":["robot snow blower","autonomous snow removal"],"robot_types":["snow robot"],"engagement_models":["purchase","raas"],"what_to_specify_in_rfq":["property address","area size (lawn sq ft, pool size, floor area)","frequency","obstacles/terrain","purchase or subscription preference"],"price_benchmarks":[{"description":"Buy: Yarbo Snow Blower Module Gen 2 add-on (needs a Yarbo Y-series core; US store sale price, list $2,200)","low":2000,"high":null,"currency":"USD","unit":"per unit","region":"US","source_url":"https://www.yarbo.com/products/snow-blower-module","as_of":"2026-10"},{"description":"Buy: Yarbo Snow Blower Module Gen 2 add-on, Canada store sale price (list CA$3,000)","low":2700,"high":null,"currency":"CAD","unit":"per unit","region":"CA","source_url":"https://ca.yarbo.com/products/snow-blower-module","as_of":"2026-10"},{"description":"Buy: Yarbo Y40P Core with Snow Blower Module Gen 2 (complete robot; US store sale price, list $7,799)","low":7299,"high":null,"currency":"USD","unit":"per unit","region":"US","source_url":"https://www.yarbo.com/products/yarbo-y40p-core-with-snow-blower-module","as_of":"2026-10"}],"regulatory_notes":"Generally unregulated consumer devices; check HOA rules for outdoor robots and privacy of camera-equipped devices.","buyer_tips":["Most home robots are bought, but subscription and installer services exist.","Check boundary-wire vs. wire-free (RTK/vision) options for mowers."]},{"id":"companion-robot-elderly","name":"Companion & elder-care robots","category_id":"home","description":"Social robots providing companionship, reminders and check-ins for seniors.","buyer_phrases":["companion robot elderly","ElliQ"],"robot_types":["social robot"],"engagement_models":["purchase","raas"],"what_to_specify_in_rfq":["property address","area size (lawn sq ft, pool size, floor area)","frequency","obstacles/terrain","purchase or subscription preference"],"price_benchmarks":[{"description":"ElliQ companion robot subscription (device lease incl.; +$249.99 enrolment fee)","low":49.99,"high":59.99,"currency":"USD","unit":"per month","region":"US","source_url":"https://elliq.com/products/monthly-subscription","as_of":"2026-10"}],"regulatory_notes":"Generally unregulated consumer devices; check HOA rules for outdoor robots and privacy of camera-equipped devices.","buyer_tips":["Most home robots are bought, but subscription and installer services exist.","Check boundary-wire vs. wire-free (RTK/vision) options for mowers."]},{"id":"home-security-robot","name":"Home security robots & drones","category_id":"home","description":"Home robots/drones patrolling indoors or outdoors.","buyer_phrases":["home security drone","home robot camera"],"robot_types":["home security robot"],"engagement_models":["purchase"],"what_to_specify_in_rfq":["property address","area size (lawn sq ft, pool size, floor area)","frequency","obstacles/terrain","purchase or subscription preference"],"price_benchmarks":[{"description":"Autonomous security drone-in-a-box (Sunflower Labs Beehive): published operating cost after installation, continuous operations; hardware/lease priced per site","low":4,"high":7,"currency":"USD","unit":"per hour","region":"US","source_url":"https://www.sunflower-labs.com/","as_of":"2026-10-25"}],"regulatory_notes":"Generally unregulated consumer devices; check HOA rules for outdoor robots and privacy of camera-equipped devices.","buyer_tips":["Most home robots are bought, but subscription and installer services exist.","Check boundary-wire vs. wire-free (RTK/vision) options for mowers."]},{"id":"robotic-cooking-home","name":"Robotic cooking","category_id":"home","description":"Countertop or kitchen robots that cook meals.","buyer_phrases":["cooking robot","robot chef home"],"robot_types":["cooking robot"],"engagement_models":["purchase"],"what_to_specify_in_rfq":["property address","area size (lawn sq ft, pool size, floor area)","frequency","obstacles/terrain","purchase or subscription preference"],"price_benchmarks":[],"regulatory_notes":"Generally unregulated consumer devices; check HOA rules for outdoor robots and privacy of camera-equipped devices.","buyer_tips":["Most home robots are bought, but subscription and installer services exist.","Check boundary-wire vs. wire-free (RTK/vision) options for mowers."]},{"id":"laundry-folding","name":"Laundry folding","category_id":"home","description":"Robots folding laundry at home or as a service.","buyer_phrases":["laundry folding robot"],"robot_types":["folding robot"],"engagement_models":["purchase","service"],"what_to_specify_in_rfq":["property address","area size (lawn sq ft, pool size, floor area)","frequency","obstacles/terrain","purchase or subscription preference"],"price_benchmarks":[],"regulatory_notes":"Generally unregulated consumer devices; check HOA rules for outdoor robots and privacy of camera-equipped devices.","buyer_tips":["Most home robots are bought, but subscription and installer services exist.","Check boundary-wire vs. wire-free (RTK/vision) options for mowers."]},{"id":"pet-care-robot","name":"Pet care robots","category_id":"home","description":"Litter-box robots, pet cameras and feeders.","buyer_phrases":["self cleaning litter box","pet robot camera"],"robot_types":["pet robot"],"engagement_models":["purchase"],"what_to_specify_in_rfq":["property address","area size (lawn sq ft, pool size, floor area)","frequency","obstacles/terrain","purchase or subscription preference"],"price_benchmarks":[{"description":"Self-cleaning litter box robot (Litter-Robot 4), maker's US store","low":699,"high":null,"currency":"USD","unit":"per unit","region":"US","source_url":"https://www.litter-robot.com/litter-robot-4.html","as_of":"2026-10-25"}],"regulatory_notes":"Generally unregulated consumer devices; check HOA rules for outdoor robots and privacy of camera-equipped devices.","buyer_tips":["Most home robots are bought, but subscription and installer services exist.","Check boundary-wire vs. wire-free (RTK/vision) options for mowers."]},{"id":"weeding-garden-robot","name":"Garden weeding robots","category_id":"home","description":"Small solar robots weeding home gardens.","buyer_phrases":["garden weeding robot"],"robot_types":["garden robot"],"engagement_models":["purchase"],"what_to_specify_in_rfq":["property address","area size (lawn sq ft, pool size, floor area)","frequency","obstacles/terrain","purchase or subscription preference"],"price_benchmarks":[],"regulatory_notes":"Generally unregulated consumer devices; check HOA rules for outdoor robots and privacy of camera-equipped devices.","buyer_tips":["Most home robots are bought, but subscription and installer services exist.","Check boundary-wire vs. wire-free (RTK/vision) options for mowers."]},{"id":"humanoid-household","name":"Household humanoid robots","category_id":"home","description":"General-purpose humanoid robots for chores (early access/preorder).","buyer_phrases":["home humanoid robot","robot butler","NEO humanoid"],"robot_types":["humanoid"],"engagement_models":["purchase","raas"],"what_to_specify_in_rfq":["property address","area size (lawn sq ft, pool size, floor area)","frequency","obstacles/terrain","purchase or subscription preference"],"price_benchmarks":[],"regulatory_notes":"Generally unregulated consumer devices; check HOA rules for outdoor robots and privacy of camera-equipped devices.","buyer_tips":["Most home robots are bought, but subscription and installer services exist.","Check boundary-wire vs. wire-free (RTK/vision) options for mowers."]},{"id":"surgical-robot","name":"Robotic surgery systems","category_id":"healthcare","description":"Robot-assisted surgery systems for hospitals.","buyer_phrases":["surgical robot","da Vinci","robotic surgery system"],"robot_types":["surgical robot"],"engagement_models":["purchase","raas"],"what_to_specify_in_rfq":["facility type","number of beds/rooms or patients","clinical use case","integration with EHR/IT","service and training needs","financing model"],"price_benchmarks":[{"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"},{"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"}],"regulatory_notes":"Medical robots are regulated devices (FDA 510(k)/PMA in US, CE/MDR in EU, PMDA in Japan). Disinfection claims (UV) may need EPA/agency registration.","buyer_tips":["Ask for clinical evidence and peer-reviewed outcomes.","Leases and per-procedure pricing are common for big systems."]},{"id":"rehabilitation-exoskeleton","name":"Rehabilitation & exoskeletons","category_id":"healthcare","description":"Exoskeletons and rehab robots for gait training and mobility.","buyer_phrases":["exoskeleton rehab","gait training robot"],"robot_types":["exoskeleton"],"engagement_models":["purchase","raas","rental","service"],"what_to_specify_in_rfq":["facility type","number of beds/rooms or patients","clinical use case","integration with EHR/IT","service and training needs","financing model"],"price_benchmarks":[{"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"},{"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"}],"regulatory_notes":"Medical robots are regulated devices (FDA 510(k)/PMA in US, CE/MDR in EU, PMDA in Japan). Disinfection claims (UV) may need EPA/agency registration.","buyer_tips":["Ask for clinical evidence and peer-reviewed outcomes.","Leases and per-procedure pricing are common for big systems."]},{"id":"industrial-exoskeleton","name":"Industrial exoskeletons","category_id":"healthcare","description":"Wearable exosuits reducing worker strain in lifting and overhead work.","buyer_phrases":["industrial exoskeleton","back support exosuit"],"robot_types":["exoskeleton"],"engagement_models":["purchase","rental","raas"],"what_to_specify_in_rfq":["facility type","number of beds/rooms or patients","clinical use case","integration with EHR/IT","service and training needs","financing model"],"price_benchmarks":[{"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"},{"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"}],"regulatory_notes":"Medical robots are regulated devices (FDA 510(k)/PMA in US, CE/MDR in EU, PMDA in Japan). Disinfection claims (UV) may need EPA/agency registration.","buyer_tips":["Ask for clinical evidence and peer-reviewed outcomes.","Leases and per-procedure pricing are common for big systems."]},{"id":"robotic-massage","name":"Robotic massage","category_id":"healthcare","description":"AI robot arms delivering massage at spas, gyms and clinics.","buyer_phrases":["robot massage","Aescape","massage robot near me"],"robot_types":["massage robot"],"engagement_models":["service","purchase","raas"],"what_to_specify_in_rfq":["facility type","number of beds/rooms or patients","clinical use case","integration with EHR/IT","service and training needs","financing model"],"price_benchmarks":[{"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"},{"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"}],"regulatory_notes":"Medical robots are regulated devices (FDA 510(k)/PMA in US, CE/MDR in EU, PMDA in Japan). Disinfection claims (UV) may need EPA/agency registration.","buyer_tips":["Ask for clinical evidence and peer-reviewed outcomes.","Leases and per-procedure pricing are common for big systems."]},{"id":"pharmacy-automation","name":"Pharmacy automation","category_id":"healthcare","description":"Robots dispensing and packaging medication.","buyer_phrases":["pharmacy robot","IV compounding robot"],"robot_types":["pharmacy robot"],"engagement_models":["purchase"],"what_to_specify_in_rfq":["facility type","number of beds/rooms or patients","clinical use case","integration with EHR/IT","service and training needs","financing model"],"price_benchmarks":[],"regulatory_notes":"Medical robots are regulated devices (FDA 510(k)/PMA in US, CE/MDR in EU, PMDA in Japan). Disinfection claims (UV) may need EPA/agency registration.","buyer_tips":["Ask for clinical evidence and peer-reviewed outcomes.","Leases and per-procedure pricing are common for big systems."]},{"id":"lab-automation","name":"Laboratory automation","category_id":"healthcare","description":"Liquid handlers and robotic labs; cloud labs that run experiments for you.","buyer_phrases":["lab automation","cloud lab","liquid handling robot"],"robot_types":["lab robot"],"engagement_models":["purchase","service"],"what_to_specify_in_rfq":["facility type","number of beds/rooms or patients","clinical use case","integration with EHR/IT","service and training needs","financing model"],"price_benchmarks":[{"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"}],"regulatory_notes":"Medical robots are regulated devices (FDA 510(k)/PMA in US, CE/MDR in EU, PMDA in Japan). Disinfection claims (UV) may need EPA/agency registration.","buyer_tips":["Ask for clinical evidence and peer-reviewed outcomes.","Leases and per-procedure pricing are common for big systems."]},{"id":"telehealth-robot","name":"Telehealth & telemedicine robots","category_id":"healthcare","description":"Telepresence robots for remote clinical consultations.","buyer_phrases":["telemedicine robot"],"robot_types":["telepresence robot"],"engagement_models":["purchase","raas"],"what_to_specify_in_rfq":["facility type","number of beds/rooms or patients","clinical use case","integration with EHR/IT","service and training needs","financing model"],"price_benchmarks":[],"regulatory_notes":"Medical robots are regulated devices (FDA 510(k)/PMA in US, CE/MDR in EU, PMDA in Japan). Disinfection claims (UV) may need EPA/agency registration.","buyer_tips":["Ask for clinical evidence and peer-reviewed outcomes.","Leases and per-procedure pricing are common for big systems."]},{"id":"patient-lifting-robot","name":"Patient transfer & nursing assist","category_id":"healthcare","description":"Robots assisting nurses with lifting and transferring patients.","buyer_phrases":["patient lift robot"],"robot_types":["nursing robot"],"engagement_models":["purchase"],"what_to_specify_in_rfq":["facility type","number of beds/rooms or patients","clinical use case","integration with EHR/IT","service and training needs","financing model"],"price_benchmarks":[],"regulatory_notes":"Medical robots are regulated devices (FDA 510(k)/PMA in US, CE/MDR in EU, PMDA in Japan). Disinfection claims (UV) may need EPA/agency registration.","buyer_tips":["Ask for clinical evidence and peer-reviewed outcomes.","Leases and per-procedure pricing are common for big systems."]},{"id":"hair-cosmetic-robot","name":"Beauty robots (nails, lashes, hair)","category_id":"healthcare","description":"Robots that paint nails or apply eyelash extensions.","buyer_phrases":["nail painting robot","robot eyelash extensions"],"robot_types":["beauty robot"],"engagement_models":["service"],"what_to_specify_in_rfq":["facility type","number of beds/rooms or patients","clinical use case","integration with EHR/IT","service and training needs","financing model"],"price_benchmarks":[],"regulatory_notes":"Medical robots are regulated devices (FDA 510(k)/PMA in US, CE/MDR in EU, PMDA in Japan). Disinfection claims (UV) may need EPA/agency registration.","buyer_tips":["Ask for clinical evidence and peer-reviewed outcomes.","Leases and per-procedure pricing are common for big systems."]},{"id":"blood-draw-robot","name":"Robotic blood draw & IV","category_id":"healthcare","description":"Robots that locate veins and draw blood.","buyer_phrases":["blood draw robot"],"robot_types":["venipuncture robot"],"engagement_models":["purchase"],"what_to_specify_in_rfq":["facility type","number of beds/rooms or patients","clinical use case","integration with EHR/IT","service and training needs","financing model"],"price_benchmarks":[],"regulatory_notes":"Medical robots are regulated devices (FDA 510(k)/PMA in US, CE/MDR in EU, PMDA in Japan). Disinfection claims (UV) may need EPA/agency registration.","buyer_tips":["Ask for clinical evidence and peer-reviewed outcomes.","Leases and per-procedure pricing are common for big systems."]},{"id":"hospital-disinfection","name":"Hospital disinfection services","category_id":"healthcare","description":"UV/hydrogen peroxide robot disinfection programs for healthcare.","buyer_phrases":["hospital UV robot"],"robot_types":["UV-C robot"],"engagement_models":["purchase","raas"],"what_to_specify_in_rfq":["facility type","number of beds/rooms or patients","clinical use case","integration with EHR/IT","service and training needs","financing model"],"price_benchmarks":[{"description":"UV-C disinfection robot purchase (UVD Model C via 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"}],"regulatory_notes":"Medical robots are regulated devices (FDA 510(k)/PMA in US, CE/MDR in EU, PMDA in Japan). 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Lloyd's), port authority permission and environmental permits (e.g., hull cleaning capture rules).","buyer_tips":["Robotic ROV work can replace diver teams for many inspections — ask for both quotes.","Hull cleaning with debris capture is required in more ports every year."]},{"id":"offshore-wind-subsea","name":"Offshore wind subsea services","category_id":"marine","description":"Robotic inspection and maintenance of offshore wind foundations and cables.","buyer_phrases":["offshore wind ROV","monopile inspection"],"robot_types":["ROV","AUV"],"engagement_models":["service","rental","purchase"],"what_to_specify_in_rfq":["location (port, offshore, inland water)","water depth","asset type (hull, pipeline, dam, cage)","visibility and currents","deliverables (video, sonar, NDT)","class society requirements","vessel availability"],"price_benchmarks":[],"regulatory_notes":"Underwater work may need class society approval (DNV, ABS, Lloyd's), port authority permission and environmental permits (e.g., hull cleaning capture rules).","buyer_tips":["Robotic ROV work can replace diver teams for many inspections — ask for both quotes.","Hull cleaning with debris capture is required in more ports every year."]},{"id":"underwater-filming","name":"Underwater filming","category_id":"marine","description":"ROVs and underwater drones filming for media or research.","buyer_phrases":["underwater drone video"],"robot_types":["underwater drone"],"engagement_models":["service","rental","purchase"],"what_to_specify_in_rfq":["location (port, offshore, inland water)","water depth","asset type (hull, pipeline, dam, cage)","visibility and currents","deliverables (video, sonar, NDT)","class society requirements","vessel availability"],"price_benchmarks":[],"regulatory_notes":"Underwater work may need class society approval (DNV, ABS, Lloyd's), port authority permission and environmental permits (e.g., hull cleaning capture rules).","buyer_tips":["Robotic ROV work can replace diver teams for many inspections — ask for both quotes.","Hull cleaning with debris capture is required in more ports every year."]},{"id":"pool-tank-underwater-cleaning","name":"Underwater cleaning (tanks, intakes)","category_id":"marine","description":"ROVs cleaning intakes, reservoirs and tanks.","buyer_phrases":["intake cleaning ROV"],"robot_types":["cleaning ROV"],"engagement_models":["service","rental","purchase"],"what_to_specify_in_rfq":["location (port, offshore, inland water)","water depth","asset type (hull, pipeline, dam, cage)","visibility and currents","deliverables (video, sonar, NDT)","class society requirements","vessel availability"],"price_benchmarks":[{"description":"Residential robotic pool cleaner, Maytronics Dolphin US store: Nautilus CC Plus w/ Wi-Fi to Nautilus CC Supreme","low":849,"high":1449,"currency":"USD","unit":"per unit","region":"US","source_url":"https://www.maytronics.com/en-us/store/","as_of":"2026-10-25"},{"description":"Flagship residential robotic pool cleaner 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energized lines may need utility approvals; nuclear work needs NRC/IAEA-compliant procedures.","buyer_tips":["Per-asset pricing (per turbine, per MW) is common.","Combine thermal and RGB in one flight to save mobilization costs."]},{"id":"district-heating-pipe-inspection","name":"Gas distribution pipe robotics","category_id":"energy-utilities","description":"Robots inspecting and repairing gas mains from inside (e.g., cast iron sealing).","buyer_phrases":["gas main robot","cast iron joint sealing robot"],"robot_types":["in-pipe robot"],"engagement_models":["service"],"what_to_specify_in_rfq":["asset type and count (panels, turbines, km of line)","location","access and permits","deliverables","outage windows","frequency"],"price_benchmarks":[],"regulatory_notes":"Utility work follows NERC/OSHA electrical safety rules; drones near energized lines may need utility approvals; nuclear work needs NRC/IAEA-compliant procedures.","buyer_tips":["Per-asset pricing (per turbine, per MW) is 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Pyrotechnic drones need extra permits.","buyer_tips":["Book drone shows 4-8 weeks ahead minimum for permits.","Ask for a backup weather date and what happens if wind cancels.","Robot rentals usually include an operator/handler — confirm."]},{"id":"drone-sky-tracking-sports","name":"Sports broadcast drones & cable cams","category_id":"events","description":"Drones and cable-cam robots for live sports broadcast.","buyer_phrases":["sports drone broadcast","cable cam rental"],"robot_types":["broadcast drone","cable cam"],"engagement_models":["service","rental"],"what_to_specify_in_rfq":["event date and location","venue indoor/outdoor","audience size","duration","theme/branding requirements","budget","permits/venue restrictions"],"price_benchmarks":[],"regulatory_notes":"Outdoor drone shows need aviation authorization (FAA waivers for multiple drones/night, EASA Specific category). Pyrotechnic drones need extra permits.","buyer_tips":["Book drone shows 4-8 weeks ahead minimum for permits.","Ask for a backup weather date and what happens if wind cancels.","Robot rentals usually include an operator/handler — confirm."]},{"id":"datacenter-robotics","name":"Data center robots","category_id":"industrial","description":"Robots swapping drives, patrolling and inspecting data centers.","buyer_phrases":["data center robot"],"robot_types":["data center robot"],"engagement_models":["purchase","raas"],"what_to_specify_in_rfq":["task description and cycle time","part size, weight and material","volumes per shift","shifts per day","floor space","existing equipment and PLCs","safety requirements"],"price_benchmarks":[],"regulatory_notes":"Follow ISO 10218 / ANSI/RIA R15.06 and ISO/TS 15066 for collaborative robots; risk assessment required.","buyer_tips":["RaaS lets you pay per hour or per month with no capex.","Ask integrators for a payback calculation based on your labor cost.","Start with one cell, then scale."]},{"id":"pipe-relining-robot","name":"Pipe relining & lateral reinstatement robots","category_id":"inspection","description":"Cutter robots reopening laterals after CIPP lining and robotic pipe repair.","buyer_phrases":["lateral reinstatement robot","CIPP cutter robot"],"robot_types":["cutter robot"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["asset type and dimensions","location and access","inspection standard required (e.g., API, ASME)","deliverables (video, thickness data, report)","confined space / hazardous area classification","shutdown window","urgency"],"price_benchmarks":[],"regulatory_notes":"Confined-space and hazardous-area rules (OSHA 1910.146, ATEX/IECEx) may apply; inspections for compliance often require certified inspectors (API, NACE/AMPP, ASNT) to sign off.","buyer_tips":["Robotic inspection can avoid shutdowns or confined-space entry — ask what it saves you.","Specify the reporting standard your insurer or regulator accepts.","Ask whether data is reviewed by a certified inspector."]},{"id":"weld-inspection-pipeline-construction","name":"Pipeline construction welding & inspection","category_id":"energy-utilities","description":"Automated welding and inspection systems for pipeline construction.","buyer_phrases":["automated pipeline welding","CRC-Evans"],"robot_types":["pipeline welding system"],"engagement_models":["service","rental"],"what_to_specify_in_rfq":["asset type and count (panels, turbines, km of line)","location","access and permits","deliverables","outage windows","frequency"],"price_benchmarks":[],"regulatory_notes":"Utility work follows NERC/OSHA electrical safety rules; drones near energized lines may need utility approvals; nuclear work needs NRC/IAEA-compliant procedures.","buyer_tips":["Per-asset pricing (per turbine, per MW) is common.","Combine thermal and RGB in one flight to save mobilization costs."]},{"id":"cattle-feeding-robot","name":"Automated livestock feeding","category_id":"agriculture","description":"Autonomous feed mixers and feeding robots for cattle.","buyer_phrases":["automatic feeding system cattle"],"robot_types":["feeding robot"],"engagement_models":["purchase"],"what_to_specify_in_rfq":["field location","acreage / hectares","crop type and growth stage","product to apply (if spraying) and rate","desired date window","terrain and obstacles","water/refill availability"],"price_benchmarks":[],"regulatory_notes":"Aerial application needs aviation approval (FAA Part 137 + Part 107 or 44807 exemption in US) and pesticide applicator licensing; rules vary by country (many EU states restrict aerial spraying).","buyer_tips":["Ask per-acre pricing including chemical vs. application-only.","Confirm the operator's pesticide applicator license and insurance.","Small or irregular fields may carry minimum charges."]},{"id":"drone-fishing-delivery","name":"Fishing drones & bait delivery","category_id":"home","description":"Drones carrying bait and lines offshore for fishing.","buyer_phrases":["fishing drone"],"robot_types":["fishing drone"],"engagement_models":["purchase"],"what_to_specify_in_rfq":["property address","area size (lawn sq ft, pool size, floor area)","frequency","obstacles/terrain","purchase or subscription preference"],"price_benchmarks":[],"regulatory_notes":"Generally unregulated consumer devices; check HOA rules for outdoor robots and privacy of camera-equipped devices.","buyer_tips":["Most home robots are bought, but subscription and installer services exist.","Check boundary-wire vs. wire-free (RTK/vision) options for mowers."]},{"id":"prison-contraband-detection","name":"Prison contraband drone detection","category_id":"security","description":"Drone detection systems at correctional facilities.","buyer_phrases":["prison drone detection"],"robot_types":["drone detection"],"engagement_models":["purchase","service"],"what_to_specify_in_rfq":["site type and size","areas/routes to patrol","hours and days of coverage","indoor or outdoor","integration with existing VMS/alarms","response protocol","contract length"],"price_benchmarks":[],"regulatory_notes":"Security services may need state/provincial guard licensing; video/audio recording must respect privacy laws (GDPR, state wiretap laws). Drone patrols need aviation approval.","buyer_tips":["Robots supplement guards; clarify who responds to alerts.","Compare monthly RaaS to guard hourly cost for the same coverage."]},{"id":"parking-enforcement-robot","name":"Parking enforcement robots","category_id":"security","description":"Robots or vehicles scanning plates for parking enforcement.","buyer_phrases":["parking enforcement robot"],"robot_types":["patrol robot"],"engagement_models":["raas"],"what_to_specify_in_rfq":["site type and size","areas/routes to patrol","hours and days of coverage","indoor or outdoor","integration with existing VMS/alarms","response protocol","contract length"],"price_benchmarks":[],"regulatory_notes":"Security services may need state/provincial guard licensing; video/audio recording must respect privacy laws (GDPR, state wiretap laws). Drone patrols need aviation approval.","buyer_tips":["Robots supplement guards; clarify who responds to alerts.","Compare monthly RaaS to guard hourly cost for the same coverage."]},{"id":"airport-fod-detection","name":"Airport runway FOD detection","category_id":"security","description":"Robots/drones detecting foreign object debris on runways.","buyer_phrases":["FOD detection robot"],"robot_types":["FOD robot"],"engagement_models":["purchase","service"],"what_to_specify_in_rfq":["site type and size","areas/routes to patrol","hours and days of coverage","indoor or outdoor","integration with existing VMS/alarms","response protocol","contract length"],"price_benchmarks":[],"regulatory_notes":"Security services may need state/provincial guard licensing; video/audio recording must respect privacy laws (GDPR, state wiretap laws). Drone patrols need aviation approval.","buyer_tips":["Robots supplement guards; clarify who responds to alerts.","Compare monthly RaaS to guard hourly cost for the same coverage."]},{"id":"aircraft-washing-robot","name":"Aircraft washing & de-icing","category_id":"industrial","description":"Robotic aircraft washing and de-icing systems.","buyer_phrases":["aircraft washing robot","Nordic Steel"],"robot_types":["washing robot"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["task description and cycle time","part size, weight and material","volumes per shift","shifts per day","floor space","existing equipment and PLCs","safety requirements"],"price_benchmarks":[],"regulatory_notes":"Follow ISO 10218 / ANSI/RIA R15.06 and ISO/TS 15066 for collaborative robots; risk assessment required.","buyer_tips":["RaaS lets you pay per hour or per month with no capex.","Ask integrators for a payback calculation based on your labor cost.","Start with one cell, then scale."]},{"id":"hydro-blasting-industrial","name":"Industrial hydro-blasting & surface prep","category_id":"industrial","description":"Robotic hydro-blasting for paint removal and surface preparation on ships and tanks.","buyer_phrases":["robotic hydroblasting","ship surface prep robot"],"robot_types":["blasting robot"],"engagement_models":["service","rental"],"what_to_specify_in_rfq":["task description and cycle time","part size, weight and material","volumes per shift","shifts per day","floor space","existing equipment and PLCs","safety requirements"],"price_benchmarks":[],"regulatory_notes":"Follow ISO 10218 / ANSI/RIA R15.06 and ISO/TS 15066 for collaborative robots; risk assessment required.","buyer_tips":["RaaS lets you pay per hour or per month with no capex.","Ask integrators for a payback calculation based on your labor cost.","Start with one cell, then scale."]},{"id":"drone-fireworks-wedding","name":"Small drone shows for weddings & parties","category_id":"events","description":"Shows of 50-200 drones for weddings, proposals and private parties.","buyer_phrases":["drone show wedding","proposal drone show"],"robot_types":["show drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["event date and location","venue indoor/outdoor","audience size","duration","theme/branding requirements","budget","permits/venue restrictions"],"price_benchmarks":[{"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"}],"regulatory_notes":"Outdoor drone shows need aviation authorization (FAA waivers for multiple drones/night, EASA Specific category). Pyrotechnic drones need extra permits.","buyer_tips":["Book drone shows 4-8 weeks ahead minimum for permits.","Ask for a backup weather date and what happens if wind cancels.","Robot rentals usually include an operator/handler — confirm."]},{"id":"robot-tour-guide-city","name":"Robot-led tours & experiences","category_id":"events","description":"Robotic tours, robot cafes and experiential attractions.","buyer_phrases":["robot cafe","robot experience"],"robot_types":["service robot"],"engagement_models":["service"],"what_to_specify_in_rfq":["event date and location","venue indoor/outdoor","audience size","duration","theme/branding requirements","budget","permits/venue restrictions"],"price_benchmarks":[],"regulatory_notes":"Outdoor drone shows need aviation authorization (FAA waivers for multiple drones/night, EASA Specific category). Pyrotechnic drones need extra permits.","buyer_tips":["Book drone shows 4-8 weeks ahead minimum for permits.","Ask for a backup weather date and what happens if wind cancels.","Robot rentals usually include an operator/handler — confirm."]},{"id":"autonomous-boats-ferry","name":"Autonomous ferries & water taxis","category_id":"mobility","description":"Autonomous passenger ferries and water taxis.","buyer_phrases":["autonomous ferry","electric autonomous boat"],"robot_types":["autonomous vessel"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["route or service area","passenger or freight volume","hours of operation","vehicle type","duration of pilot","infrastructure available"],"price_benchmarks":[],"regulatory_notes":"Autonomous vehicles require state/national permits (e.g., California DMV/CPUC, China local permits, UNECE rules in EU).","buyer_tips":["Service areas are geofenced; check the exact map.","Pilots for campuses/communities usually run 6-12 months."]},{"id":"drone-taxi-evtol","name":"Air taxis (eVTOL)","category_id":"mobility","description":"Autonomous or piloted electric air taxis in launch markets.","buyer_phrases":["air taxi","eVTOL ride","EHang flight"],"robot_types":["eVTOL"],"engagement_models":["service"],"what_to_specify_in_rfq":["route or service area","passenger or freight volume","hours of operation","vehicle type","duration of pilot","infrastructure available"],"price_benchmarks":[],"regulatory_notes":"Autonomous vehicles require state/national permits (e.g., California DMV/CPUC, China local permits, UNECE rules in EU).","buyer_tips":["Service areas are geofenced; check the exact map.","Pilots for campuses/communities usually run 6-12 months."]},{"id":"cemetery-grave-mapping","name":"Cemetery mapping","category_id":"aerial","description":"Drone mapping of cemeteries for plot records.","buyer_phrases":["cemetery drone mapping"],"robot_types":["mapping drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["location (address or coordinates)","date(s) and time window","area size (acres/hectares) or number of structures","deliverables (photos, video, orthomosaic, 3D model, report)","file formats and turnaround time","airspace class / proximity to airports if known","insurance requirements"],"price_benchmarks":[],"regulatory_notes":"Drone operations need a licensed remote pilot and local aviation rules: FAA Part 107 (US), EASA Open/Specific categories (EU), CAA (UK), Transport Canada RPAS, DGCA Digital Sky (India), CASA (Australia), CAAC (China). Controlled airspace, night or BVLOS flights may need waivers.","buyer_tips":["Ask for proof of pilot certification and liability insurance (often $1M+).","Agree on deliverables, resolution and turnaround before flight day.","Weather days are common; clarify reschedule terms."]},{"id":"drone-solar-site-assessment","name":"Solar site assessment by drone","category_id":"energy-utilities","description":"Drone surveys for rooftop or ground solar design and shading.","buyer_phrases":["solar site survey drone"],"robot_types":["mapping drone"],"engagement_models":["service"],"what_to_specify_in_rfq":["asset type and count (panels, turbines, km of line)","location","access and permits","deliverables","outage windows","frequency"],"price_benchmarks":[],"regulatory_notes":"Utility work follows NERC/OSHA electrical safety rules; drones near energized lines may need utility approvals; nuclear work needs NRC/IAEA-compliant procedures.","buyer_tips":["Per-asset pricing (per turbine, per MW) is common.","Combine thermal and RGB in one flight to save mobilization costs."]},{"id":"chimney-sweep-robot","name":"Chimney sweeping robots","category_id":"cleaning-facilities","description":"Rotary and robotic systems for chimney sweeping and flue cleaning.","buyer_phrases":["chimney sweeping robot"],"robot_types":["chimney robot"],"engagement_models":["service"],"what_to_specify_in_rfq":["facility type","square footage / m² to be cleaned","floor types","cleaning frequency and hours","existing janitorial setup","Wi-Fi and elevator access","contract length"],"price_benchmarks":[{"description":"Buy: Wöhler Rotary Viper Duct M10 rotary cleaning kit, 16 ft with 7-inch brush (US list price; drill not included)","low":434,"high":null,"currency":"USD","unit":"per unit","region":"US","source_url":"https://www.wohlerusa.com/shop/products/cleaning-tools","as_of":"2026-10"}],"regulatory_notes":"Generally unregulated; follow workplace safety rules (OSHA/HSE) and check building insurance for autonomous equipment.","buyer_tips":["RaaS monthly plans usually include maintenance; compare to purchase over 3-5 years.","Robots handle open repetitive floor area; budget humans for edges and spot work.","Ask for a pilot/trial period on your actual floors."]},{"id":"vessel-blasting-crawler","name":"Ship hull blasting & painting crawlers","category_id":"marine","description":"Magnetic crawlers blasting and painting ship hulls in drydock.","buyer_phrases":["hull blasting robot","drydock painting robot"],"robot_types":["magnetic crawler"],"engagement_models":["service","purchase"],"what_to_specify_in_rfq":["location (port, offshore, inland water)","water depth","asset type (hull, pipeline, dam, cage)","visibility and currents","deliverables (video, sonar, NDT)","class society requirements","vessel availability"],"price_benchmarks":[],"regulatory_notes":"Underwater work may need class society approval (DNV, ABS, Lloyd's), port authority permission and environmental permits (e.g., hull cleaning capture rules).","buyer_tips":["Robotic ROV work can replace diver teams for many inspections — ask for both quotes.","Hull cleaning with debris capture is required in more ports every year."]}]