Organizations are quickly moving towards a world where they operate fully autonomous product engineering systems. What are the components required to design these new AI-driven systems and what are the roles that humans will play in designing, building, and maintaining these systems? This talk will explore design patterns for leveraging AI across the entire product lifecycle - and what real enterprise teams are doing to make this a reality.