Why Traditional Product Management Cannot Survive Regulated AI: CPMAI Explained

AI has changed the rules of product leadership.

Traditional product management frameworks were built for deterministic software. AI systems are probabilistic, regulated, and ethically constrained. The result is failure at scale.

This episode explains why CPMAI is not optional for organizations deploying AI and why it has become the compliance architecture for the EU AI Act and beyond.

This is about sovereignty, accountability, and leadership in an era where governance determines who survives.