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This start-up offers free apartment cleaning for users' data
The cleaners will be wearing recording devices

This start-up offers free apartment cleaning for users' data

May 29, 2026
03:47 pm

What's the story

A New York-based start-up, Shift, is offering free apartment cleaning services in exchange for data collected inside people's homes. The company announced its unusual business model on social media this week. Customers can book a free cleaning session where a "vetted shift operator" comes to their home wearing one of the company's recording devices and cleans the apartment without any charge.

Data utilization

Footage will be used to train AI systems

The footage collected during these free cleaning sessions will be used to train robotics and physical AI systems. These systems are designed to learn how humans perform everyday tasks. Shift has assured that any personal information captured during the process will be anonymized before processing the recordings. The company sees this as a step toward a future where AI-driven services are commonplace in society.

Service expansion

Shift's ambitions and the rise of data-driven services

Shift's ambitions go beyond just apartment cleaning. The company has hinted at expanding its services to include repairs, errands, and handyman work in cities around the world. This is not an isolated case, as other household services companies like India's Pronto are also exploring similar models of turning household services into data collection opportunities for physical AI and robotics training.

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Strategic shift

The case of Pronto in India

Pronto is also evolving from its public image as a platform connecting customers with cleaners, cooks, laundry workers and gardeners. Behind the company's rapid growth story may lie a much bigger ambition: becoming a real-world data collection layer for physical AI and robotics. An internal memo from investment firm Glade Brook Capital states that "Pronto is seeking to formalize India's vast informal labor markets and in the process generate data to help train physical AI and robotics."

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Privacy issues

Privacy concerns and ethical considerations

The rise of companies like Shift and Pronto highlights a growing trend in the AI industry: using everyday human activity as training data for future robots. However, there are major concerns over privacy and consent. These recordings take place inside private homes, often capturing highly personal details about families, routines, and living conditions. Questions are also being raised about transparency, with Pronto's privacy policy not mentioning video recording or AI training before India formally notified Digital Personal Data Protection Rules.

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