Why Pronto Is Recording Inside Homes to Train Physical AI

Pronto, a Bengaluru-based home services startup, has been sending camera-equipped workers into customers’ homes to collect footage for training physical AI and robotics systems. The Ministry of Electronics and Information Technology (MeitY) has taken cognisance of the matter and is looking into it, government sources told Moneycontrol. Competitor Snabbit has since confirmed it signed a mutual Non Disclosure Agreement (NDA) with robotics data startup Human Archive over similar discussions, suggesting the practice extends beyond Pronto.

What the investor memo revealed: An internal memo from Glade Brook Capital, one of Pronto’s investors, states that the company is “seeking to formalise India’s vast informal labor markets and, in the process generate data to help train physical AI and robotics.” It further says that Pronto is already “piloting real-world training data with leading physical AI labs” and is “developing a data business leveraging its workforce to capture real-world household data for robotics labs.”

The memo adds that early partnership interest has been “encouraging” and that the company is “moving quickly to commercialize the strategy.” The memo was first reported by Entrackr.

How the pilot works

• A worker carries a small outward-facing camera during the job
• The customer receives the footage afterward
• The program is strictly opt-in and chosen by the customer at the time of booking, on a job-by-job basis
• Consent must be reaffirmed before each booking and is not permanent
• The pilot currently covers approximately 0.1% of customers

What Pronto says about privacy safeguards

• Faces and identifying details are blurred automatically
• No personally identifiable information is uploaded or shared
• All footage is deleted within 48 hours
• No human other than the customer can access or review the footage

Pronto’s full blog post, published on May 22, also states:

• The company has been “thinking about this since inception“
• Data collection is framed as a way to increase worker earnings
• The company “worked for months to ensure we go above and beyond what we’re required to do by the law”
• “We are not the only company in the space doing this”

What Snabbit said: Snabbit, a direct competitor confirmed to Entrackr that Human Archive approached the company earlier this year. Snabbit and Human Archive both confirmed that they signed a mutual NDA before discussions began.

“There was no pilot, no customer-home rollout, no operational deployment, and no transfer of customer-home footage or service data,” Snabbit told Entrackr.

The existence of a signed NDA suggests the discussions had moved beyond casual conversations into areas involving confidential commercial or technical information, despite both companies describing the engagement as exploratory. Neither answered questions about what data, if any, was generated during the assessment.

What…