AI

AI from the leadership seat: where it creates value, where it does not belong, and how to make responsible decisions before deployment. No hype and no fear, just simple models you can bring to a board meeting.

Essays

• The CEO's Guide to the AI Era — How to lead a smart organization in a world where technology moves faster than management thinking. A practical guide for senior leaders.
• Where AI Does Not Belong Inside Your Organization — Why responsible AI adoption starts with deciding where not to use it. A traffic-light model for classifying use cases, five clear boundaries, and eight questions every management team should ask.

Frameworks and tools

• The AI Traffic Light Model — The first question about AI in an organization isn't where to start. It's where using it would do more damage than good. A simple traffic-light model sorts every use into green (AI executes), yellow (AI assists, a human decides), and red (AI does not decide), and five boundaries define the red zone: hard-to-reverse actions, human accountability, data the organization doesn't control, judging people on partial information, and domains with nobody able to check the output.