AI PM Builders Module 3: Ship & Validate

Building an AI product is only half the challenge, the real test is whether it works reliably for real users.

In this hands-on module, you'll learn how to take your AI product from prototype to production. You'll deploy your application, implement authentication, manage inference costs, and follow a practical launch checklist designed for solo builders.

But shipping isn't enough. You'll also learn how to evaluate AI systems using modern techniques like golden datasets, LLM-as-a-Judge, and automated regression testing to ensure your product remains accurate as prompts and models evolve. Then you'll validate the user experience through AI-powered usability testing, combining real user feedback, synthetic users, AI-moderated interviews, and vision-model UX audits to uncover issues faster than traditional research methods.

By the end of the module, you'll have more than a live product—you'll have evidence that it works, insights to improve it, and a repeatable validation process you can use for every AI product you build.

Important Note

This module can be purchased independently or as part of the complete AI PM Builder Program. Purchasing the full program provides a discounted bundle price, access to all four modules, projects, the AI PM Playbook, coaching sessions, and certification. Learn more about the full program here