Topic
Artificial Intelligence (AI) & Machine Learning (ML)
AI and ML are no longer just buzzwords or hypotheticals; they are now practical tools shaping the way modern products are built and experienced. At their core, these technologies are about enabling systems to learn from data and make decisions with minimal human intervention. For product managers, this means knowing when to leverage AI/ML to solve real problems, deliver more personalised experiences, and unlock smarter automation. A solid grasp of the fundamentals helps you work effectively with technical teams, identify impactful use cases, and ensure these solutions support your product strategy.
Should you really be using machine learning?
Chris Wade
Solving Ethical AI Problems, When Algorithms Go Wrong, and the Skills Needs To Work on AI Solutions: Insights From Kriti Sharma
Imogen Schels
Machine Learning for Product Managers – A Quick Primer
Alexey Kutsenko
Cracking The Data Code – Mike Bugembe on The Product Experience
The Product Experience
How AI Is Changing The Product Management Job Description by Mayukh Bhaowal
Andres Phillips
Why Machine Learning Products Should be Managed Differently
Mark Barlow
Ground Rules for Applying AI to Product Management
Patrick Tsao
Designing Meaningful Human Experiences by Kate O'Neill
James Gadsby Peet
Can AI Create a Fairer World? By Kriti Sharma
James Gadsby Peet
They're Just Fancy Averages by Ben Fields
George Fletcher
5 Machine Learning Lessons for Product Managers
Anna Buldakova
4 Product-Driven Steps to an ArtificiaI Intelligence Roadmap
Daniel Shenfeld