For the last 18 months, I’ve been collecting the messy, real-world lessons from shipping three ML features from zero to production. I’ve consolidated those notes, failed experiments, and saved stakeholder decks into a single resource.
You’ve seen the tweets. The LinkedIn think-pieces. The high-level guru explaining that “AI changes everything” without telling you how to write a prompt template or measure ROUGE scores. ai product manager's handbook pdf download
Your edge is not code. It is judgment.
This handbook bridges that gap. It is written for PMs who open Jira, talk to engineers, and cry a little inside when the data scientist uses the word “stochastic.” I structured this like a cookbook, not a textbook. Open to any page and get an actionable framework. For the last 18 months, I’ve been collecting
(P.S. When you open the PDF, start on page 34—the “Post-Mortem for an AI Launch” template. You will use it. Trust me.) [Link to PDF] The LinkedIn think-pieces
You still need to ship on time. You still need to define success. You still need to say “no” to the CEO who wants ChatGPT bolted onto the login screen.
You are a Product Manager. You don’t need inspiration. You need