Most product roadmaps I see today look almost identical to ones from five years ago. A prioritised backlog, ranked features, a launch plan, a success metric. The framework is solid. The problem is the …
Codify Before You Automate: Why AI Projects Fail Before They Start
The pressure to deploy AI is real. Boards want to see it. Investors ask about it. Competitors appear to be doing it. So teams rush to find processes to automate, run a proof of concept, declare …
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The Future of Work: Human in Command, AI in Motion
I have spent this series telling you about my experience with AI. The helper I did not expect. The app I built. The results we are achieving at Wall Street English. The mindset shift that is …
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I Built a Real App in a Language I Don’t Know
There is a tool sitting on a friends browser in Spain that transforms apartment booking data into the exact format required by the Spanish Registradores — the property registry system. It works. It is …
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The AI Helper I Didn’t Expect
I never expected to become an AI enthusiast. As someone who has spent 25 years leading product and technology teams, I have seen every wave of revolutionary technology roll through the corporate …
The Systems Velocity Trap: Why Your AI Strategy is Probably Building Technical Debt
For more than twenty-five years, I have watched technology cycles oscillate between the "magic" phase and the "utility" phase. From my early days at Nokia during the first mobile explosion to leading …





