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.
Your AI problems might actually be team problems
Albert Lie
A practical guide on prototyping and supercharging your Product with AI: Prerna Singh at INDUSTRY 2025
Tasnim Nazeer
Four habits to maximise your ROI on AI investment - Matthew Certner, (IBM) - INDUSTRY 2025
Louron Pratt
Why product integrations are key for your AI strategy by Shensi Ding (Merge) - INDUSTRY 2025
What GitHub Copilot's $2B run taught us about how AI is rewriting the product-led growth playbook
When GitHub Copilot reached $2 billion in annual recurring revenue, it signalled a major shift: AI is transforming product-led growth. Traditional PLG relied on free tiers and quick "aha moments," but AI products thrive on continuous learning, workflow integration, and compounding value. This article explores how AI disrupts old growth models, creates new adoption patterns, and sets the stage for intelligent, habit-forming products that teams can’t imagine working without.
Rishab Jolly
What the GPT-5 launch teaches product managers
Arbaz Surti
Lovable reaches new heights while Spotify revisits in-app messaging: This week's news round-up
Eira Hayward
Why most AI products fail: Key findings from MIT’s 2025 AI Report
Eira Hayward
What if you’re building AI agents the wrong way?
Tim Daines
Anthropic buys Humanloop talent, spending on data centres to reach $3 trillion: This week's news roundup
Eira Hayward
How product managers can build better AI-driven products
What is the Emotional Radar? Iryna Okhrymenko, a Product Leader and certified Continuous Innovation Coach, discusses the practical tool for understanding and managing the complex emotions that drive AI product decisions. Developed through hard-won experience across remote monitoring, mental health support, and educational AI tools.
Iryna Okhrymenko
Do you speak silicon? Hardware is product too, especially for Africa’s AI future
Seyi Ogebule