AI Tools for Product Managers: Beyond Just Writing User Stories

Definitely, Maybe Agile

Definitely, Maybe Agile
AI Tools for Product Managers: Beyond Just Writing User Stories
Nov 27, 2025 Season 3 Episode 201
Peter Maddison and Dave Sharrock

Product managers and product owners are drowning in documentation, vision statements, roadmaps, and backlogs. But what if AI could handle the heavy lifting, freeing you up to actually talk to customers?

In this episode, Dave and Peter explore how large language models are changing product management. They go beyond the obvious use cases (like generating user stories) to discuss upstream opportunities: building product strategy, validating market positioning, and testing ideas against competitors.

You'll learn:

  • Why documenting your product strategy matters (and why most PMs skip it)
  • How to prompt AI to be critical, not just complimentary
  • The danger of accepting AI outputs without evaluation
  • Temperature settings, context windows, and other practical techniques
  • What to do with the time you get back (hint: talk to real customers)

Dave and Peter also share a key practice: write down what you expect before you prompt. This simple step helps you critically evaluate AI responses instead of accepting them at face value.

If you're a product manager, product owner, or anyone building digital products, this conversation will help you use AI as a tool for better thinking, not just faster output.

Episode Artwork AI Tools for Product Managers: Beyond Just Writing User Stories 19:43 Episode Artwork Generative AI Readiness with Justin Trombold 40:40 Episode Artwork How AI is Transforming Banking Customer Service with Rick Delisi 43:07 Episode Artwork Empowering Organizations from the Inside with Barbara Whittmann 38:44 Episode Artwork Navigating Change Through Leadership and Culture with Hanna Bauer 48:23 Episode Artwork Stay Close to Your Customers (And Your Why) with Hussein Hallak 38:32 Episode Artwork Why Dedicated Teams FAIL (And What Actually Works Instead) 25:08 Episode Artwork How AI is Transforming UX and Agile Teams with Nick Cawthon 29:02 Episode Artwork The Hidden Problem With Customer Journey Mapping 17:59 Episode Artwork One Pizza Teams vs Two Pizza Teams: When Size Actually Matters 34:00 Episode Artwork Product Diseases and Vision-Driven Development with Radhika Dutt 36:29 Episode Artwork AI Agents: Friend or Foe? 16:19 Episode Artwork What Your Employees Are Really Thinking with James Warren 36:04 Episode Artwork Why Lean Startup Isn't Dead (And When You Need Something Bigger) 18:40 Episode Artwork Risk & Agile – Why Moving Fast Doesn’t Have to Break Things 19:09 Episode Artwork Cybersecurity Insights with Peter Buckley 27:20 Episode Artwork There Are No Safe Bets in Business Anymore 14:07 Episode Artwork AI and Knowledge Management with Derek Crager 30:47 Episode Artwork Building Remote Teams Through Culture with Leandro Cartelli 37:24 Episode Artwork Why Executive Buy-In Needs Both Strategy AND Tactics 15:50 Episode Artwork Product Manager Impact with Shobhit Chugh 33:28 Episode Artwork From Vision to Execution with Mark Reich 34:15 Episode Artwork Flow States in Remote Teams with Steven Puri 38:15 Episode Artwork The Hidden Cost of Temporary Fixes 17:02 Episode Artwork When Do You Start Work? 18:43