Provision Labs reports put data collection and evaluation at the centre of physical AI

Anjali Sardana’s new venture is described as a robotics-data business; reports about it should not be treated as proof that Pronto household footage has been transferred.

Anjali Sardana, the founder of household-services company Pronto, has launched a San Francisco-based venture called Provision Labs, according to October 26 reporting. Moneycontrol describes its intended work as the data, evaluation and deployment layer for physical AI.

The report says the venture’s website lists investors including Lachy Groom, General Catalyst, Bain Capital Ventures and Glade Brook Capital. A funding amount was not disclosed. Those are attributed reports about the venture, not independently measured results from its services.

Training material is only one part of the task

Robotics developers need data that represents actions, objects and varied environments, along with ways to test whether a model can perform the intended work. A data business can therefore include collection, preparation and evaluation rather than simply supplying video files.

The practical value depends on whether that material helps a developer answer a specific question about performance.

Keep separate ventures and permissions separate

Inc42 connects the launch with earlier scrutiny of a Pronto household-recording pilot. It reports that Pronto described the pilot as strictly opt-in and said it covered less than 0.01% of users at the time.

Pronto also told the publication that the footage would not be shared with third-party AI labs and would be deleted within 48 hours. Those were the company’s statements about that pilot, not proof of every later recording arrangement.

The existence of Provision Labs should not be used to infer that Pronto customer footage has already been transferred to it. That data flow would require its own evidence.

The current development is a reported new venture in physical-AI infrastructure. Its available services, actual dataset arrangements and operational results remain more specific milestones to establish as the business develops.

Sources

- [Pronto founder launches US-based Provision Labs](https://www.moneycontrol.com/news/business/startup/pronto-founder-anjali-sardana-launches-us-based-physical-ai-startup-provision-labs-14060320.html) — Moneycontrol - [Provision Labs and Pronto’s separately described recording pilot](https://inc42.com/buzz/pronto-founder-anjali-sardana-sets-up-physical-ai-venture-provision-labs-in-us/) — Inc42 / Shrishti Bisht