Rights-cleared sovereign datasets
- Datasets live
- 41
- Language footprint
- 400
- Annotation IAA
- ≥ 0.85
- Residency
- India
Every dataset is rights-cleared with documented consent and a downloadable dataset card. Pricing is shown per licence tier on each catalog card below.
Showing 16 of 41 datasets
-
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
Contact us
-
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
Contact us
-
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
Rights-clearedLicence from
Contact us
-
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
Rights-clearedLicence from
Contact us
-
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
Rights-clearedLicence from
Contact us
-
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
Rights-clearedLicence from
Contact us
-
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
Rights-clearedLicence from
Contact us
-
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
Rights-clearedLicence from
Contact us
-
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
Rights-clearedLicence from
Contact us
-
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
Rights-clearedLicence from
Contact us
-
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
Rights-clearedLicence from
Contact us
-
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
Rights-clearedLicence from
Contact us
-
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
Rights-clearedLicence from
Contact us
-
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
Rights-clearedLicence from
Contact us
-
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
Rights-clearedLicence from
Contact us
-
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
Contact us
Browse datasets by language
Dedicated pages for each language — including the low-resource Indic and African languages most vendors can't reach.
Browse datasets by domain
Vertical landing pages for each domain — built for the way each industry actually talks.
Languages we cover, across every continent
Our coverage spans a 400-language footprint — Indic and low-resource languages first, extending across Africa, Asia, the Americas and beyond. Select a continent to filter the list, or search by name, native script or ISO code. Multilingual data infrastructure built for language sovereignty, not just the major markets.
India — deepest Indic & low-resource coverage
South Asia flagged — our deepest Indic & low-resource coverage
India shown as a map; continents as a coverage grid — see the full searchable list (right) for every language we cover.
languages shown (filtered) · 400-language footprint in scope
Language coverage
Which languages does Cognegica's dataset registry cover?
Cognegica enumerates 392 languages across the registry within a 400-language collection footprint, with deep coverage of the low-resource long tail. Counts below are drawn directly from the registry, grouped by continent.
| Region / continent | Languages enumerated | Low-resource |
|---|---|---|
| South Asia | 110 | 97 |
| Asia | 43 | 35 |
| Middle East | 11 | 9 |
| Central Asia | 10 | 8 |
| Africa | 132 | 131 |
| Europe | 18 | 11 |
| Americas | 9 | 8 |
| Oceania | 6 | 6 |
| Global / Other | 53 | 37 |
| Total enumerated registry | 392 | 342 |
Enumerated registry counts by continent. The headline 400-language footprint includes additional collectable languages scoped per project.
FAQ
Dataset catalog — common questions
- What kind of datasets do you license?
Proprietary, rights-cleared, sovereign datasets for low-resource and Indic languages across a 400-language footprint — covering AI safety and evaluation, legal, healthcare, general multilingual, and Physical AI domains, in text, audio, speech, image, video and sensor modalities.
- Are the datasets rights-cleared and safe to train on?
Yes. Every dataset is authored or collected from consenting native speakers under agreements that grant commercial reuse, with documented provenance and consent per record — never scraped. Published quality metrics include inter-annotator agreement and QA pass rates.
- How does dataset licensing work?
Each dataset offers commercial non-exclusive and enterprise/sovereign exclusive licensing. Licensing is scoped and quoted per dataset against languages, modalities, volume and rights. Contact us for terms.
- Can the data stay in India (data residency)?
Yes. We offer an India data-residency / sovereign delivery option across collection, processing, annotation and storage, aligned with the DPDP Act, 2023. See Sovereign Data.
- Do you have Physical AI datasets?
Yes — Physical AI is a data service, not research. Browse multi-sensor and annotation samples at Physical AI datasets, or engage our collection and annotation services to build to spec.
- Can you build a custom dataset in a language not listed?
Yes. When the data you need does not exist, we collect it to spec across our 400-language footprint. Request a custom dataset.
Don't see the language or domain you need?
We build proprietary, rights-cleared datasets to spec — across 400 Indian languages and beyond. Tell us your target languages, modality, and quality bar.