Custom human-data collection for embodied AI.
Buyer-defined specs — egocentric-only, paired ego+exo, multi-camera rigs. Real homes and workplaces across Europe, CIS, and beyond. Billed per validated hour.
FACE-BLURRED PREVIEW CLIPS AVAILABLE ON REQUEST
+ egocentric camera
QR timecode · report
00:00:12:04 · SC 02 · METHOD
How it works
- You define the spec — tasks, geography, camera rig, volume, acceptance criteria.
- We run a pilot — 75–225 synchronized hours, first delivery within 6 weeks.
- Scale to a production program — billed per validated hour; out-of-spec footage is re-captured at our cost.
We handle recruiting, releases, capture, QC, and delivery. You receive data that passes your acceptance criteria — or we re-shoot it.
00:01:48:16 · SC 03 · SPEC
Custom capture — our core business
Built to your specification:
- Any rig: egocentric-only, paired ego+exo (2–3 fixed 4K third-person cameras), sensor add-ons (audio, touch) as pilot scope
- Any tasks and environments: household, workplace, industrial — you define them
- Geographies: Europe, CIS, and beyond — new regions launched on request; exclusive geography+task cells available
- Committed capacity: ~50 h within 6 weeks → 150–200 h/month by month 3 → 300–500 h in the first quarter → 1,500–2,000+ h in year 1
- Billing: per validated hour. You pay only for footage that passes the release spec; rejected footage is re-captured at our cost.
- Every delivery includes a reject log, per-episode yield metrics, and a sync report.
00:03:20:08 · SC 04 · FLAGSHIP
Flagship: UNDE.life HomeTasks
Our ready-made paired ego+exo household line — and the template our custom programs build on.
A dataset series for embodied-AI and robotics teams that need real in-home human activity, synchronized across body and room perspectives.
Current task families (examples — custom tasks on request): cooking (meal prep), dishwashing, kitchen cleaning and tidying, laundry folding, kitchen organization
Release spec — every episode ships meeting these thresholds or is replaced
- ≥30 fps on all streams
- Inter-camera sync: frame-accurate (≤1 frame; ≤33 ms @ 30 fps), QR timecode, per-episode sync report
- Hardware timecode (PTP, ≤2 ms) on roadmap
- Frame drop ≤2%
- ≤5 h per environment per task (diversity cap)
- 2–3 fixed 4K third-person rigs + wearable egocentric camera
- UTC timecode synchronization
- Formats: LeRobot / HDF5 / MP4+JSON
- Consent-ID provenance manifest per episode
- Metadata: coarse demographics (age band, gender, handedness, household type), environment, task
00:04:52:12 · SC 05 · CREW
Why us
- Built by a production team with 10+ years in multi-camera reality TV (multiple delivered shows)
- KPI-driven field teams working to measurable quality targets
- Two-stage QC: field review on capture day, post-production review before release
- Broadcast-grade release-form workflows — written consent before cameras roll, not patched afterward
00:06:10:02 · SC 06 · CREDITS
Team
- Founder — TV producer, 10+ years in multi-camera, fixed-rig, in-home productions. LinkedIn
- Core production team of experienced production professionals
- Scalable field contributor network across regions
00:07:40:10 · SC 07 · LOCATIONS
Geography
Distributed multi-country collection — across Europe, CIS, and beyond — managed by professional production teams. Exact collection countries are confirmed per project, sanctions-screened. New regions launched on request.
00:08:55:14 · SC 08 · RELEASES
Compliance & rights
- 18+ participants only; written releases cover AI training, licensee redistribution, and withdrawal
- No minors on screen
- Bystander protocol and a defined audio policy
- GDPR-aligned; SCC/DPA-ready paperwork
- Zero scraped data — every frame originates from our own productions
00:10:22:00 · SC 09 · QA
FAQ
What do you need from us to start?
A short spec — tasks, geography, camera setup, volume, acceptance criteria. We handle everything else: recruiting, releases, capture, QC, delivery. First pilots typically scope 75–225 synchronized hours.
What's available now?
First HomeTasks batches are in production; NDA previews and pilot slots are available immediately.
What formats do you deliver?
LeRobot, HDF5, and MP4+JSON, with a provenance manifest and metadata per episode.
Do episodes include annotations?
None by default; custom annotation on request.
What licensing terms apply?
Perpetual, worldwide, non-exclusive by default; exclusivity negotiable.
How is audio handled?
Handled per release terms — suppressed, or consented speech only.
How can we evaluate the data?
Under NDA we share face-blurred previews; verified licensees receive full data.
How is data delivered?
Encrypted drives or S3-compatible transfer.
What does it cost?
Pricing is on request (depends on volume, formats, licensing). Write to sales@unde.life.
00:11:59:28 · SC 10 · WRAP
Request samples or scope a custom collection.
Tell us your use case, target tasks, and volumes.
We reply within one business day. Happy to sign your NDA.