Strategies for Building and Managing AI Products

In this episode of The Product Handbook, we explore how Artificial Intelligence is changing the game for product managers — not in theory, but in practice.

We dive into real-world applications of agentic AI, machine learning, and hybrid models that blend rule-based systems with cognitive smarts. You’ll learn what makes a strong AI product strategy, how to structure your AI team (spoiler: you need more than just a data scientist), and why a rock-solid data foundation is the hill most AI products quietly die on.

Plus, we’ll look at the ethical implications PMs can’t afford to ignore — and how to balance innovation with responsibility.

Whether you're integrating AI or just trying to sound like you know what "hybrid AI" means in a meeting — this episode's your cheat code.