MicroAGI, a Munich startup, launched the Shift app on May 28, offering free professional apartment cleanings in NYC. Cleaners wear head-mounted cameras, recording themselves performing household tasks. This footage is anonymized and used as training data for the next generation of household robots.
The data is vital for robots needing to navigate real environments, as simulated settings lack adequate realism. MicroAGI's system records everyday tasks to help train AI, bridging the gap where physical task data is limited.
Beyond NYC, MicroAGI operates globally with over 10,000 contributors in 15 countries, generating more than $5 million in revenue during Q1 of 2026. Established in 2025 and headquartered in Munich, the company's model creates a scalable data pipeline for training AI in physical tasks.
MicroAGI's innovative approach addresses the robotics industry bottleneck, transforming service work into valuable data. However, privacy concerns surrounding data collection from private homes and the sustainability of the free cleaning model present challenges ahead. Regulatory scrutiny is expected as operations expand, especially under EU data protection laws.