[01] THE CAPTURE
Zero-Latency Egocentric
We deploy specialists with 4K-stereo head rigs into active industrial hubs — capturing the nuance of human manipulation in zones nobody else accesses.
Tier-1 Foundational Data Access
For HumanFor Robots
First-person video from tier-1 factories, mines, packaging lines and cleanrooms nobody else gets into — labeled, packaged, and ready to train the next generation of embodied AI.
Scroll · Initiate Sequence
+ FACTORIES+ MINES+ MANUFACTURING+ PACKAGING LINES+ WAREHOUSES+ CLEANROOMS+ REFINERIES+ SHIPYARDS+ FARMS+ KITCHENS+ WORKSHOPS+ LOGISTICS HUBS+ FACTORIES+ MINES+ MANUFACTURING+ PACKAGING LINES+ WAREHOUSES+ CLEANROOMS+ REFINERIES+ SHIPYARDS+ FARMS+ KITCHENS+ WORKSHOPS+ LOGISTICS HUBS
[02] THE LABELING
Semantic Precision
Frame-synchronized 3D skeletal tracking, object affordance mapping, phase + action segmentation — labeled by trained operators, not crowd-sourced.
[03] THE DELIVERY
Model-Ready Bundles
Formatted for Open X-Embodiment, LeRobot, WebDataset or your custom schema. 14 days median from capture to your pipeline.
About // 00
Operators in the room.
Not behind a screen.
For Human is a global capture network embedded inside tier-1 environments — factories, mines, manufacturing and packaging lines that nobody else gets into.
We hold the NDAs, the union sign-offs, the safety clearances and the PPE. Your team never leaves the lab. You get the data — phase-labeled, action-segmented, and shaped for the architecture you're training.
14
▸ countries
120+
▸ tier-1 sites
3,847h
▸ captured
30 fps
▸ hand-pose
Environments // 01
Tier-1 sites,
on the record.
Six capture sprints across India's industrial backbone. All captured inside tier-1 sites under NDA.
CAM_01 · Chennai, IN
● REC
[SITE 01]2026
Auto Assembly
1,200 hrs of egocentric capture inside a tier-1 OEM line — torque sequences, fitment checks, defect calls — phase-labeled.
CAM_02 · Jharia, IN
● REC
[SITE 02]2026
Deep Mine Ops
First-person ops from active coal drift — drilling, charging, haul-truck inspection — under low light, heavy PPE.
CAM_03 · Bhiwandi, IN
● REC
[SITE 03]2026
Pack & Dispatch
3,000+ pick-pack-ship cycles across two fulfillment centers — bin scanning, taping, label placement, conveyor handoff.
CAM_04 · Bengaluru, IN
● REC
[SITE 04]2026
Cleanroom SMT
Precision PCB handling inside a class-1000 line — placement, inspection under scope, anti-static handoff.
CAM_05 · Pune, IN
● REC
[SITE 05]2025
Workshop Build
Bench-level assembly with calipers, screwdrivers and jigs — high-fidelity hand pose, second-person verification track.
CAM_06 · Mumbai, IN
● REC
[SITE 06]2025
Commercial Kitchen
Live service line — chopping, plating, pass — multi-operator, sub-second action segmentation.
Capture stack // 02
What ships in the box.
▸ RIGStereo 4K · 60° FOV · global shutter
▸ SENSORS9-DoF IMU · binaural audio · hand-pose @30fps
▸ LABELSPhase · action · tool · object · failure modes
▸ FORMATSWebDataset · LeRobot · Parquet · MP4+JSON
▸ TURNAROUNDCapture → delivery in 14 days median
▸ LICENSINGPer-hour · per-task · exclusive packs
Initiate contact // 03
Let's talk capture.
Tell us the environment and the task. We'll scope a capture sprint at the nearest tier-1 site and ship model-ready data.
info@forhuman.in
Response within 1 business day