The AI-Powered Product Manager: A Decision-Aware Operating Model
How AI takes over routine PM work: meeting prep, status updates and decision retrieval—freeing time for higher-value conversations. A simple four-label system (decided, aligned, proposed,... Read More
Building AI in the Sandbox: What Product Managers Do When There Is No Playbook
Traditional product management assumes known users, clear outcomes, and predictable delivery. AI rarely does. How PMs balance exploration and accountability amid uncertainty in value, technology,... Read More
Radical Realignment: Rebuilding a Digital Platform from Scratch for AI, Collaboration, and Speed
Re-organising engineering, design and product teams for AI. Rebuilding our software for AI-first rather than human-first development.
How Product Managers Can Validate AI Investments and Deliver Measurable Business Value
How Product Managers Can Validate AI Investments and Deliver Measurable Business Value. Separating AI hype from real business opportunities. Applying Evidence-Based Management (EBM) to AI... Read More
AI in Product & Sales Operations. Real Use Cases Beyond the Hype
A practical perspective on how AI is being applied in product and sales organizations. What is creating real value. Organizational and data challenges companies often... Read More
Product Design for a multilingual and multicultural environment
Example Switzerland: One Product. Four Languages. Infinite Misunderstandings Most products treat localization as a checkbox, not a design decision. An honest and practical perspective on... Read More