Physical AI Data Services — Multi-Sensor Collection & Annotation
Physical AI needs data too — but it's a data collection and annotation service, not a research moonshot. We capture and label multi-sensor scenes for robotics and embodied AI: 3D boxes, point-cloud segmentation, 6-DoF pose and teleoperation traces, delivered rights-cleared with an India-residency option. Engage us to annotate the physical and sensor data you've already collected.
Physical AI datasets in the catalog
Showing 16 of 41 datasets.
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Physical AIPhysical AI Video 🇮🇳 Sovereign
Multivision Egocentric Video Dataset (First-Person, Multi-View)
First-person (egocentric) video of everyday manual tasks, captured with synchronised multi-view rigs — for embodied AI, action recognition, hand-object interaction and imitation learning.
- Languages:
- Narration in English & Hindi
- Size:
- 220 hrs · 4-view sync · 1,600 sessions
- IAA:
- 0.89
Rights-clearedLicence from
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Physical AIPhysical AI Video 🇮🇳 Sovereign
Off-the-Shelf Egocentric Data for Physical AI
🟢 Available now and continuously growing — first-person (egocentric) video of real commercial and residential tasks for embodied and Physical-AI training. Video only; no audio.
- Languages:
- Video only (no audio / no language track)
- Size:
- 🟢 Actively collecting · continuously growing
Rights-clearedLicence from
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Physical AIPhysical AI Video 🇮🇳 Sovereign
Egocentric — Agriculture, Landscaping & Grounds
🟢 Growing — first-person video of outdoor agricultural and grounds tasks. Video only; no audio.
- Languages:
- Video only (no audio / no language track)
- Size:
- 🟢 Growing · 50+ hrs available
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Physical AIPhysical AI Video 🇮🇳 Sovereign
Egocentric — Commercial Cleaning & Janitorial
🟢 Growing — first-person video of mopping, vacuuming, sanitising and waste collection. Video only; no audio.
- Languages:
- Video only (no audio / no language track)
- Size:
- 🟢 Growing · 5–10 hrs/task
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Physical AIPhysical AI Video 🇮🇳 Sovereign
Egocentric — Commercial Kitchen (Back-of-House)
🟢 Growing — first-person video of prep, cooking, plating and dish cleaning. Video only; no audio.
- Languages:
- Video only (no audio / no language track)
- Size:
- 🟢 Growing · 5–10 hrs/task
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Physical AIPhysical AI Video 🇮🇳 Sovereign
Egocentric — Construction & Skilled Trades
🟢 Growing — first-person video of active trade and construction task execution. Video only; no audio.
- Languages:
- Video only (no audio / no language track)
- Size:
- 🟢 Growing · 10–50 hrs/task
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Physical AIPhysical AI Video 🇮🇳 Sovereign
Egocentric — Cooking / Kitchen Prep (Home)
🟢 Growing — first-person video of active home cooking and food prep. Video only; no audio.
- Languages:
- Video only (no audio / no language track)
- Size:
- 🟢 Growing · hours-based
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Physical AIPhysical AI Video 🇮🇳 Sovereign
Egocentric — End-to-End Laundry (Home)
🟢 Growing — first-person video of the full laundry cycle. Video only; no audio.
- Languages:
- Video only (no audio / no language track)
- Size:
- 🟢 Growing · hours-based
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Physical AIPhysical AI Video 🇮🇳 Sovereign
Egocentric — General Home Tasks
🟢 Growing — first-person video of mixed everyday household activities. Video only; no audio.
- Languages:
- Video only (no audio / no language track)
- Size:
- 🟢 Growing · hours-based
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Physical AIPhysical AI Video 🇮🇳 Sovereign
Egocentric — Hospitality & Housekeeping
🟢 Growing — first-person video of room turnarounds and housekeeping. Video only; no audio.
- Languages:
- Video only (no audio / no language track)
- Size:
- 🟢 Growing · 50+ hrs available
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Physical AIPhysical AI Video 🇮🇳 Sovereign
Egocentric — Light Manufacturing & Assembly
🟢 Growing — first-person video of hands-on assembly, component handling and line QC. Video only; no audio.
- Languages:
- Video only (no audio / no language track)
- Size:
- 🟢 Growing · from 1 hr/task
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Physical AIPhysical AI Video 🇮🇳 Sovereign
Egocentric — Retail Operations
🟢 Growing — first-person video of shelf-stocking, facing and tidying retail areas. Video only; no audio.
- Languages:
- Video only (no audio / no language track)
- Size:
- 🟢 Growing · 50+ hrs available
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Physical AIPhysical AI Video 🇮🇳 Sovereign
Egocentric — Room Tidy-Up (Home)
🟢 Growing — first-person video of genuine home tidying across rooms. Video only; no audio.
- Languages:
- Video only (no audio / no language track)
- Size:
- 🟢 Growing · hours-based
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Physical AIPhysical AI Video 🇮🇳 Sovereign
Egocentric — Warehouse & Logistics
🟢 Growing — first-person video of picking, carrying and moving goods, with natural walking. Video only; no audio.
- Languages:
- Video only (no audio / no language track)
- Size:
- 🟢 Growing · from 2 hrs/task
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Physical AIPhysical AI Sensor / Physical 🇮🇳 Sovereign
Physical AI Annotation Sample — Multi-Sensor Scenes
A sample of our Physical AI annotation service output: 3D boxes, point-cloud segmentation, and 6-DoF pose on multi-sensor scenes — a showcase of annotation capability, not a research release.
- Languages:
- Labels in English
- Size:
- 1,200 annotated frames
- IAA:
- 0.91
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Physical AIPhysical AI Sensor / Physical 🇮🇳 Sovereign
Warehouse Teleoperation Trace Sample (Multi-Sensor)
A sample of synchronized teleoperation traces from real warehouse tasks — RGB-D, IMU and action logs — to evaluate our Physical AI collection and annotation quality.
- Languages:
- India-wide field operations
- Size:
- 12 hrs · 8 environments
- IAA:
- 0.87
Rights-clearedLicence from
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Services & industry for Physical AI
When the data you need doesn't exist yet, we build it — collection, annotation, alignment and evaluation, all rights-cleared and documented.
Physical AI Data Collection
Multi-sensor, real-world field capture for robotics and autonomy — RGB-D, LIDAR, IMU, force-torque and teleoperation, consented and India-resident.
Explore the servicePhysical AI Data Annotation
3D and sensor-fusion annotation for robotics and autonomy — including annotation of physical/sensor data you (or your field partners) already collected.
Explore the serviceData Annotation
Speech, NLP, CV and multimodal annotation at IAA ≥ 0.85 with two-pass QA — built for foundation-model SLAs.
Explore the serviceRobotics & Embodied AI (Physical AI) industry
Real-world sensor, video and spatial data for robotics, humanoids and autonomy — collected and annotated for embodied AI.
Explore the industryCommon questions
- Is Physical AI a research program?
No. Physical AI is a standard data service — we collect and annotate multi-sensor data to spec and deliver it rights-cleared, exactly like our language data.
- Can you annotate sensor data we've already collected?
Yes. Engage our team to annotate your collected multi-sensor data — 3D boxes, point-cloud segmentation, 6-DoF pose and frame-accurate events — with an India-residency option for sensitive captures.
Need Physical AI data your model can train on?
License what's in the catalog, or tell us exactly what you need — we build proprietary, rights-cleared datasets to spec, with India data residency.