Notes on portfolio discipline, change, and where AI actually works.
I post when I have something worth saying — not on a schedule. Posts cluster around operational excellence, portfolio governance, change management, and AI adoption inside real organizations. For now they're published on LinkedIn and linked here.
AI Beyond the Demo
Two partsThe wrong question is killing your AI strategy
Most AI strategy starts with “where can we use AI?” and ends in scattered demos. Start from a business outcome and a real process gap instead, break the process into tasks, match AI only where it fits, then drive adoption and measure it. It's the same discipline Lean Six Sigma already teaches.
Your AI pilot probably isn't a pilot
A lot of AI pilots are showcases that never test whether the work got better. Pick a specific process step, right-size the automation, test the assumption that could kill the idea against a fair comparison, and build reusable pieces: Legos, not a snow globe.