MicroAGI's Shift app offers free cleaning in exchange for robot training data

German startup MicroAGI is making waves with its Shift app, offering free home cleaning to New York City residents — but with a catch. Professional cleaners wear cameras (smart glasses or headstraps) to record every moment of the job, collecting first-person footage intended to train future household robots. The company says all data is anonymized automatically using on-device machine learning to blur faces, screens, IDs, and other personal information before uploading to cloud servers. However, critics note the privacy policy does not specify whether users can later request removal of their footage from training datasets, and it remains unclear if anonymization can fully prevent a home from being identified.

The free cleaning offer is both a promotional hook and a data collection strategy. MicroAGI views the Shift app as a pipeline for embodied AI training data, and its website reveals the core business is "the collection of data for robotics training." Users who sign up for cleaning must provide payment info and risk cancellation fees; the company also absolves itself of liability for property damage or theft. Beyond cleaning, the app recruits people to record everyday tasks at $20 per hour, having already paid over $5 million to 10,000+ "operators" across 15 countries. Similar data-for-robot-training models are used by startups like Encord and Micro1, raising broader questions about privacy and consent in the race to build embodied AI.