AI & automation —
where it actually makes leverage.

Distinguish AI initiatives that actually free up time and revenue from costly trends. Engage teams, deliver concretely, stay in control.

AI audit AI Automation Prompt engineering Team training Reliability
The problem
I sense AI will change my business — I don't know where to start, and everyone is selling me hot air.

The real need.

Not another POC. An honest map of AI levers in your organisation — and an implementation plan that holds.

You need someone who knows AI and the field. Someone who knows value doesn't come from a demo, but from disciplined integration into your existing processes. Someone who can say "no" to initiatives that look good but don't deliver.

The goal is never AI for AI's sake. It's saving time, revenue, or quality. And keeping your teams engaged, not replaced.

My method.

Four phases. Four deliverables. Pas de magie, pas de hype.

Step 01

Lever audit

Map of your processes, identification of points where AI saves time or revenue. Prioritisation by ROI and feasibility.

Step 02

Quantified roadmap

3-5 priority initiatives, with order of attack, resources, timeline, and expected gain estimate.

Step 03

Implementation

Build or pilot the chosen solutions. Integration into your existing tools. Measure results at each iteration.

Step 04

Team training

Your teams become autonomous: daily use, prompts, guardrails. AI is no longer an outside tool — it's a reflex.

The expected result.

What concretely changes within 90 days.

  • A quantified AI roadmap, validated by the exec committee.
  • First automations in production — measurable gains on time or revenue.
  • Teams that know how to use, not just watch.
  • An organisation that can continue without me — that's my success criterion.
  • No vanity AI projects. Only those that pay back.

In practice.

Who it's for, how it works.

For whom
SMEs, scale-ups, exec leaders
Format
2-week audit · build per mission
Commitment
Starts with an audit · no commitment beyond

We always start with a 30-minute diagnostic. It's free, and it's also a filter: we both know whether the next step makes sense.

★ AI / SCALING DIAGNOSTIC — COMPLIMENTARY

30 minutes to map your levers.

Walk away with 3 priority initiatives, an order of attack, an estimate. No pitch. No hidden upsell.

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