AI ADVISORY FOR HUMANISTS

Only you are asking the right questions about AI.

Your team asks if it works. Your vendors ask if you'll buy. Your board asks what it costs.

What to do first, in what order, and why. That question is yours alone, and nobody in the room is allowed to admit they can't answer it. So they sell you tools instead.

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The question

What to do first.In what order.And why.

The problem

The reflex is predictable. Another chatbot. Another pilot. No one is using the tools you paid for.

You're doing more of the exact thing that isn't moving you, and you can feel it. You understand AI well enough - what's missing is the sequence. The silence gets filled with tools.

Your teamruns another pilot, then quietly shelves it

Your vendorssell the tool before the problem is defined

Your boardhears activity reported as progress

Pilots are cheap to start and expensive to repeat.
What the board actually needs is an order of play, one decision funding the next, each proven on your own operations before it scales.

The advisory

Three moves, in this order.

We show you.

A working demonstration of AI on your data and your processes - in plain language. No charge.

We sequence it.

An audit, delivered as a business proposal and a roadmap - the order to do things in, and why.

We carry it.

An ongoing engagement - strategy, prototypes, and the systems that do the work - while your team keep the decisions.

Proof, then progress.

From a single question, to structure, to a working system - rendered as light — Fig. 01 - The sequenceQuestion → system

What you get

The path, not a menu.

Step 01The demofree

45 minutes, on your business.

A working system, running on your data, before you've paid or committed to anything.

You leave with a clear picture of what AI can do for your business.

Step 02The auditpaid · ~2 weeks

Your team, your processes, your goals.

Stress-tested before a single recommendation is made.

You leave with a sequenced roadmap and a concrete plan for phase one.

Step 03The transformationongoing

Senior counsel and working systems

Built to be handed over, not rented.

You leave with an AI agenda your team owns and runs.

The autonomy clause - contract, not slogan

Every system we build is yours - your infrastructure, your data, your keys. Documented and portable. If we leave, it stays.
And "done" means one thing: your team runs it without us, written into the engagement.

Who this is for

Some of this will not apply to you.

For

Ambitious companies looking to make a difference, strongly biased towards humanism
Decision makers who needs the AI agenda defined and carried - without hiring an in-house team yet.

Not for

Companies whose AI goal is cutting headcount, we don't take those projects.
Pure execution work, there are excellent IT services firms for that.

One engagement running since 2024: a fast-growing executive-search firm, from candidate search to AI-assisted management offers.
A second engagement we can't talk about yet for a large construction firm.
And the proof you can open right now: this firm itself runs on four AI agents and one human - the method is public, failures included.

Read the field report (10 min read)

About

The person is the proof.

Twenty years of translating technology.

Pierre Alexandre Schembri - ENSERG graduate. Taught retirees their first computer, led a 15-person software house shipping secure systems for Orange and EDF and now teaching AI at Grenoble INP.

Prove before promise

Working prototypes, run long enough to see what breaks.

Reports, not slides

Research-grade documentation you can actually use.

No vendor alignment

No reseller margins, no platform to keep happy.

Senior from day one

The person in the demo is the person doing the work.

Learn more about me.

A single-line contour figure, seen from behind, thinking - a quiet signal of arcs and amber dots — Fig. 02 - The thinkerParis