New Revenue Channel
Earn from approved data capture programs without changing your core business.
Factory partner program
Turn your factory workflows into the data layer for physical AI
Partner with Embodied AI Data Labs to host consent-first human demonstration data capture programs for robotics and physical AI teams.
For factories, warehouses, garment units, retail spaces, kitchens, and real-world workflow operators in India.Partner program
Robotics companies need real-world workflows. You already have them.
Robotics teams need data from real human tasks: folding, packing, sorting, inspection, tool-use, assembly, stocking, billing, cooking, cleaning, and more. We partner with operators to capture these workflows safely, with consent, privacy review, and structured delivery.
Minimal Operational Load
We define capture specs, consent workflow, camera setup, QA, and delivery.
India to Global AI
Help global robotics teams learn from Indian workflows and environments.
Consent-First Process
Participants are informed before capture and data is reviewed before delivery.
Partner types
Who can partner with us
Garment Factories
Folding, stitching support, inspection, sorting, packaging, and material handling.
Packaging Units
Picking, packing, labeling, boxing, sealing, sorting, and dispatch workflows.
Warehouses
Stocking, shelf picking, scanning, moving, counting, binning, and loading.
Retail Stores
Billing, product display, folding, packaging, and customer assistance workflows.
Commercial Kitchens
Cutting, stirring, cleaning, washing, preparation, and wet-surface tasks.
Training Centers
Controlled task capture for repeatable workflows and operator training.
Process
How the partnership works
Register
Tell us your location, workflow type, team size, and available capture windows.
Review
We assess workflow fit, privacy concerns, camera access, safety, and commercial feasibility.
Pilot
We run a small approved capture program with consent and clear operating rules.
Scale
If quality is strong, we expand into recurring paid data capture programs.
What we capture
Workflows robotics teams care about
folding garmentspacking boxessorting objectsassembling simple partstool handlingquality inspectionkitchen preparationcleaning and wipingstocking shelvesbilling and retail workflowswet-surface tasksdeformable object manipulationbimanual tasksrepetitive worker workflows
Privacy and safety
Built around consent, privacy, and operational safety
We do not secretly record people. Capture programs are designed around participant awareness, consent workflow, sensitive-detail review, anonymization options, and buyer-side inspection.
No Hidden Capture
Participants must be informed before capture.
Sensitive Data Review
Faces, IDs, plates, names, labels, and private details can be reviewed or blurred.
Workflow Boundaries
We define exactly what is captured and what is excluded.
Buyer-Specific Approval
Programs are matched to robotics teams only after scope and feasibility review.
Register
Apply as a capture partner
Tell us what your team does, when capture is possible, and which workflows are available. We will review fit before proposing a pilot.
Buyer or robotics team? Contact us hereHave real workflows robots should learn from?
Register your factory, warehouse, retail space, or workflow environment as a potential capture partner.
Register Your Factory