In this talk, Suchakra Sharma, Chief Scientist at Privado, argues for a proactive approach to privacy that scans code early in development to understand data flows. Tracking trust and accountability events throughout the software lifecycle can establish transparency and accountability by informing users, establishing data ownership, and fixing issues early before data spreads widely.