• A working AI toolkit for product managers

    Which AI tool for which product job: ChatGPT, Claude, Gemini, and Microsoft Copilot mapped to PRD drafting, interview synthesis, roadmap narratives, and meeting summaries, the way the AI-PMPO class runs it.

  • Framework first, AI next: the product upgrade path

    For SAFe® POPM and CSPO holders: the framework taught the operating system of product work. Here is the AI layer that compounds it, from discovery to PRDs to experiments.

  • From eighteen interviews to a PRD engineers accept

    How product managers use AI to turn eighteen interview transcripts into clustered themes, a market size that survives a source check, and an INVEST-clean PRD engineering can estimate in one pass.

  • Inside the AI-PMPO class day

    How the one-day AI-PMPO class runs, 9:00 AM to 5:00 PM ET: discovery and research in the morning, strategy and PRDs midday, launch, analytics, governance and the capstone to close.