AI can help product managers move beyond faster execution by freeing capacity for better judgment, deeper customer understanding, stronger evidence, and more meaningful product outcomes.

AI agents should earn autonomy over time, with leaders expanding responsibility based on demonstrated performance, understood failure modes, and the consequences of getting it wrong.