As a PM leader who has hired and mentored hundreds, I've seen careers stall on one critical skill: choosing the right prototype. It’s not about making pretty screens. It's about de-risking a multi-million dollar investment, aligning your engineers, and convincing stakeholders to write the check. Your ability to select and execute the right example of […]
An AI Product Manager (AI PM) is a specialized product leader who builds, launches, and scales products powered by machine learning. Unlike a traditional PM who manages predictable, rule-based software, an AI PM stewards systems that learn, evolve, and operate on probabilities. The core difference is managing deterministic features vs. probabilistic systems. A traditional PM […]