Published: October 6, 2026
StartupFeed Quick Take
- The body could set a common rate of $7-10 an hour for people who collect robot-training data.
- That is up to 10 times the roughly $1 an hour that Human Archive, one such startup, pays today.
- Founders want government rules now, not in 2 to 3 years, and warn some firms already gather medical data.
Indian physical AI startups that collect real-world data to train robots are in early talks to form an industry body, founders told The Economic Times.
The group may agree a common rate of $7-10 an hour for the workers who gather the data. Human Archive, a startup that pays gig workers to wear camera and sensor rigs, pays about $1 an hour today.
What the startups are proposing
The body would set shared rules on pay, hours, safety and legal compliance. It would also give AI labs one route to farms, factories and hotels, at a fixed rate, instead of separate deals.
Demand far outstrips supply. By one estimate, the sector gathered about 100,000 hours of robot-training data in 2024, and roughly 1 million hours in 2025. That is still a sliver of what labs need.
Why physical AI startups want early rules
The founders also want the government to act soon. They argue that rules written in two or three years, once many firms and workers are in the field, would be harder.
One worry is sensitive data. Some firms are gathering medical and other sensitive datasets without clear consent rules. India’s data-protection law covers personal data, but founders want rules written for this specific work.
Manish Agarwal, who ran Nazara Technologies from 2015 to 2022, co-founded Humyn Labs in January 2026. He wants India to set the rules now, with the firms doing the work, while the sector is young.
The money is real. Humyn Labs, which gathers data across more than 20 countries, has committed $20 Mn to expand its collection work. By one forecast, India’s market for such AI training data could reach about $10 Bn by 2030.
What this means for you: If you run a physical AI or robotics data-collection startup, a proposed body could soon set your minimum wage bill and control site access. Watch the rate it fixes and the consent rules, because both will shape your costs and your legal exposure.
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