Where I
step in.
Individual, team, organization. One shared logic: transform practices, don't stack tools.
Individual
Useful literacy, lasting reflexes.
A manager testing ChatGPT, Copilot, Gemini, Claude — unable to say whether any of it creates real value. An RTE who sees AI as a replacement tool rather than a lever for augmentation.
I build literacy on the person's real cases, not on slides. I install the reflexes that turn a tool into a professional gesture. The click, in a single session — 45 minutes to flip the "replacement" narrative into "augmentation" for an RTE leading 150 people.
A concrete AI entry point for Monday morning. Not a training course. A tooled-up click.
A team handed Copilot without anyone mapping its frictions first. Four tools stacked, none truly adopted. Features ship, cycles don't get shorter.
I map the gestures at the workstation. I identify bottlenecks and low-value tasks. I embed AI in the real flow — not alongside the existing work. +40% measurable gains in 3 months on a team of 8, down from 4 tools to 1.
A team playbook: AI rituals, checkpoints, 5 to 10 processes identified in a 3-week audit.
Team
From the real flow to augmented collective work.
Organization
Rethink the system, don't equip it.
"Around here, we have the inertia of an ocean liner." Trains running in silos, a strategy layer disconnected from delivery, and an AI transformation that boils down to a license budget with no governance.
I realign processes, redistribute Human × AI responsibilities, and coach managers towards AI-native leadership. Lean Portfolio governance becomes the nervous system of the transformation.
Governance that decides on facts, trains that deliver measured value, managers who lead without fear of AI.
Four entry points, one method.
Every engagement produces measurable gains. No gain, no rollout.
Where does your organization stand, concretely?
30 minutes to place yourself on the 3 levels — and leave with a first actionable entry point. No slides, no strings attached.
Book 30 free minutes