How product thinking changes when AI is part of the product — from probabilistic systems to uncertainty management and outcome-driven design.
A data governance strategy only matters if it ships value. Learn how to treat data as a product to unlock AI-ready, trusted, reusable competitive advantage.
Explore how the Starbucks AI platform ‘Deep Brew’ is reinventing retail with personalised digital experiences, operational optimisation and product innovation.
Discover how a robust AI decision making framework helps product and innovation leaders orchestrate human-AI collaboration, governance and strategic impact.
Discover why every product team needs an AI playbook and learn how to build one with practical guidance, governance tips and a checklist for innovation leads.
Agentic AI Products: Discover how LLMs turn features into autonomous agents — reshaping product thinking, innovation, and the future of digital products.
Discover how generative AI is reshaping product discovery, MVP development, and innovation frameworks. Learn how to build AI features with speed and discipline.
Traditional MVPs don’t always cut it in the AI era. Discover how MAPs — Minimum Awesome Products — offer a better framework for launching trusted, user-loved AI features.
The best AI features don’t start with models — they start with a product mindset. This guide unpacks how to apply product thinking when designing, prototyping, and launching AI-driven experiences.
Ocasionally, I’ll share practical frameworks and tools you can apply right away.
