Articles
Notes on AI that people actually use.
Short, sourced pieces on AI adoption, usage measurement, product work, and my own path. Each one exists in French and English.
- AI adoptionAI literacy under the EU AI Act: what Article 4 asks of employers since July 2026Article 4 of the AI Act was rewritten in July 2026: no level to guarantee, but employers must still act. What changed, and a plan that holds up.
- AI adoptionRolling out Microsoft 365 Copilot: a 90-day adoption planA three-month plan to get teams using Microsoft 365 Copilot in their daily work: pilot, champions, usage measures and the decision to scale.
- AI adoptionHiring an AI adoption consultant: 8 questions to askBefore you hand an AI rollout to a consultant, eight questions to find the one who can get people using the tool.
- AI adoptionWhat 146 AI adoption job ads ask for, and what they skipFrench employers hiring for AI adoption ask for training far more often than for a way to measure usage. What 146 job ads say, and three lines to add to yours.
- ProductDefine "done" before anyone promptsThe code was the easy part. What AI agents couldn’t decide was what good output looks like.
- MetricsMeasure usage, not licencesBuying licences is the easy part of an AI rollout. Four numbers tell you whether people actually use the tool.
- AI adoptionWhy AI pilots stallA pilot proves a tool can work. It doesn’t prove people will use it. Four reasons pilots stop there, and what to set up before day one.
- CareerIn 2023, I had never produced a single trackSeven years in IT transformation, then three years in music. What came out of it, and the project method that made it possible.