Staging environment
Free Lesson

How to Know What AI Products to Build

60 min
Feb 9, 2026 1:00 PM
Virtual (Zoom)

In this video

What you'll learn

Turn everyday friction into testable product ideas

Learn a systematic workflow for capturing ideas as they emerge and rapidly building testable MVPs

Validate both market fit and technical feasibility

Discover how to test whether people want your idea. Use AI coding agents (with no code) to learn what it takes to build.

Filter for retention, not just novelty

Understand why most AI products fail at keeping users engaged and how to avoid this trap

Why this topic matters

AI has made building cheap, but knowing what to build has never been harder. This workshop gives you a repeatable system for validating ideas through real usage and technical prototyping, so you can distinguish between novelty and lasting value. Whether you're building side projects or managing a roadmap, you'll learn to filter for what's actually worth building.

You'll learn from

Hilary Gridley

Hilary Gridley

Product Leader (Whoop, Dropbox, Nike)

Tal Raviv

Tal Raviv

Early PM @ Patreon, Riverside, Wix, AppsFlyer

Aman Khan

Aman Khan

AI Product leader at Arize AI, Spotify, Cruise, Zipline, and Apple

See all products from Hilary