A prudent approach is to start with one or two high-impact AI use cases. "Start small but smart," as one framework suggests. Product managers must allocate resources effectively and measure success.

But in an autonomous world, governance has to operate at machine speed. Frameworks like NIST’s AI Risk Management Framework and Gartner’s AI TRiSM model now advocate for embedding governance policies ...