A New York-based startup Shift offers free apartment cleaning in exchange for in-home data collected during service. Customers book free cleaning sessions, where vetted operators wear recording devices. The footage will be used to train robotics and physical AI systems that learn everyday human tasks. India-based startup Pronto recently faced backlash over its in-home AI recording pilot.