AI Product Management: Problem Framing & Opportunity Validation
Stop Guessing: Frame an AI Product Problem Like a Pro
Great products don’t start with solutions. They start with understanding the right problem.
Join this 90-minute interactive webinar by PML School to learn how to use AI as a thinking partner to challenge assumptions, identify meaningful user problems, and evaluate product opportunities before investing time and resources in a solution.
🧠 What You’ll Learn
Problem Framing: Understand why jumping straight to solutions leads to weak product decisions.
AI for Product Discovery: Use AI as a devil’s advocate to challenge assumptions, question ideas, and uncover gaps in your thinking.
Opportunity Validation: Evaluate product opportunities across four dimensions: user value, business value, feasibility, and risk.
AI-Era Product Management: Create a mini Product Management Charter to structure your thinking and guide product decisions.
🧪 Hands-On AI Lab: Problem Framing & Opportunity Filter
This is not just a lecture. You’ll practise using AI to challenge assumptions, frame product problems, assess opportunities, and make structured product decisions.
Learn to use AI as a thinking partner, not just an answer generator.
🎯 What You’ll Take Away
By the end of the session, you will have:
A clear, structured product problem statement.
An opportunity scorecard to evaluate product ideas.
A mini Product Management Charter to guide your next steps.
👥 Who Should Attend?
Students and graduates aspiring to enter product management.
Aspiring and early-career Product Managers.
Business Analysts and Product Designers.
Professionals looking to strengthen product thinking and practical AI skills.
No coding required. The focus is on structured thinking, practical AI application, and better product decisions.
🚀 Ready to Move from Guessing to Better Product Decisions?
Take the next step with Challenge 1 — AI-Era Product Management Foundations at PML School.
Learn to frame problems, challenge assumptions, evaluate opportunities, and apply AI to real-world product management challenges.
PML School | The Decision-First PM Lab
Build AI-Native Product Skills. Practise Better Decisions. Create Real-World Impact.