Fields of intervention

What I do

From AI strategy to production, across the whole chain.

AI training & literacy

From leaders to teams, the 3C method rather than prompt recipes.

AI transformation & consulting

Maturity audit, roadmap, department-by-department rollout.

Custom systems & automation

Agents, pipelines, bespoke applications, reliable and documented.

Documentation & valuation

From visuals to expert records, self-feeding databases, cross-checked valuation.

Web, e-commerce & migrations

Audits, rebuilds, e-commerce, CRM and ERP migrations.

Sovereignty & context capital

Your Source: what makes you unique, encoded and yours.

Workshops & training

What the training changes

from overwhelm→ clarity

No more “which new tool should I adopt”. You learn to frame the problem before hunting for an answer, and the question of the tool drops to second place. What you can do stops depending on what shipped this month.

from dependence→ autonomy

You no longer wait for a supplier to hand you back the keys. What is learned in a session gets done again the next day without me, on your own files, and passes on to your teams.

from pressure→ play

Once you know what the machine can do, you stop fighting it. The space you get back goes into thinking, trying things, and doing what is actually the core of your work.

from generic outputs→ singular creations

Your voice stays yours. We work on your real files, never on exercises: what comes out of a session looks like you, and nobody else could have produced it.

Agents, workflows and automations

What these systems do

Sales & client relations

Arrive prepared, price accurately, answer fast.

Prospect intelligenceDelivered
Every serious target comes with its file: who decides, how to approach them, what to offer.
Pricing from your historyDelivered
Your past quotes propose hours per role; you arbitrate, and every figure links back to its source.
From call to proposalReady to deploy
Discovery-call notes become a diagnosis, a proposal and a quote.
Leads and conversational front deskReady to deploy
Prospects listed, enquiries scored, a chatbot or WhatsApp that books meetings and hands over to a human.

Data & documents

What sleeps in your files becomes a base that works.

Self-feeding visual inventoryDelivered
Every photographed item is described, classified, checked and linked to where it is stored.
Images in bulkDelivered
Thousands of photos resized, protected and colour-corrected in one click.
Documents that answerReady to deploy
PDFs, scans and archives become a base you can question in plain language.
Archives turned into dataDelivered
Duplicates spotted, sent versions found again, without asking anyone to tidy up.

Finance & back office

The repetitive runs on its own, nothing passes without approval.

Bookkeeping under approvalDelivered
Invoices read, classified and matched; nothing goes in without a human click.
Recurring reportsDelivered
Every week, the variance calculates itself and can be checked.
Invoices checked before paymentDelivered
Every supplier invoice cross-checked against the plans and market prices.
Reminders and inboxReady to deploy
Unpaid invoices chased, emails sorted, recurring requests handled.

HR & internal knowledge

The company's knowledge, accessible and up to date.

An HR assistant that cites its sourcesDelivered
It answers from your policies, quotes the clause, and refers to HR when it doesn't know.
Internal comms in minutesDelivered
One approved corpus feeds the infographics on the office screens.
Assisted recruitmentReady to deploy
CV screening, offer letters generated then approved by HR.
Procedures and minutesReady to deploy
A task becomes a procedure a beginner can follow, a meeting becomes actions sent to the right teams.

Marketing & creative

From the campaign line to every format.

The serial creative chainDelivered
From a locked brief to a campaign line you can defend, then to every deliverable.
Pitch sprintDelivered
Three days to decode the tender, profile the decision-maker and deliver the file.
Adaptation and publishingReady to deploy
One approved piece comes out in every format and goes out on every network, monitoring included.
Website and conversion auditDelivered
What the site says badly, what drives people away, and what to fix first.

Leadership & strategy

See clearly before deciding, and know what to build.

From friction to a systems planDelivered
Department by department, frictions counted, then a costed, sequenced plan.
Contract reviewDelivered
Clause by clause, in both languages: risk areas and amendments ready.
Brand architectureDelivered
Map the messages that contradict each other, then settle on one architecture.
Market analysis that decidesDelivered
Ranked trade-offs, not a compilation.

Integration

Your tools, finally connected.

Most bottlenecks don't come from a missing tool, but from tools that don't talk to each other. I connect what you already have, and I only build what's missing.

MCP connectors

Your software opened to your assistant through a few precise functions: create a project, add a task, read a record. Never the whole set of keys.

In the fieldAn agency's database, connected to its assistant through its own connector. (prototype)

API calls

Your tools exchange their data on their own: forms, databases, messaging, accounting. Nothing gets retyped from one screen to the next.

In the fieldPhotos, records and storage of a collection linked without retyping: 1,142 objects.

Dedicated interfaces

A screen or an application designed for your team, installed on your side, bringing together what three tools used to scatter.

In the fieldMulti-company accounting kept in a single application, reconciled with the bank and the accountants.

Agentic assistants

Assistants that read your documents and act in your tools, with a human sign-off at every step that matters.

In the fieldAn HR assistant that answers from internal policies and cites the clause behind every answer.

You keep your tools, and you win back the time they were costing you.

In the field

Eight fields, fifty-five solutions

Open a field: each line starts from a real problem, says what I put in place, then the result. What is not delivered yet says what I would put in place and what you get.

I guide AI to diagnose, I decide, AI builds and accelerates.

Multi-company founder

Several linked companies, invoices dropped in a heap, and entries nobody dares touch any more.

Multi-company bookkeeping that holds together on its own, under the client's control.

What I put in place

A bespoke application, installed at the client's premises, that reads every invoice, renames it, files it under the right company and links it to its proof of payment. Each doubtful case lands in a queue with its documents and a proposed answer: the client decides with one click, everything stays reversible, nothing is deleted. It also tracks inter-company loans and flags recurring expenses before they land.

Result

In daily use for a month. The year-end queue cleared in one session with the client, bar two cases, with no document guessed at.

Invoices and supporting documentsReversible decisionsLoans and recurring expenses

Multi-company founder

At closing time, nothing adds up any more, and no one has ever checked the accounts against the statements.

A financial year closed, reconciled and checked against the bank.

What I put in place

The client's general ledger checked line by line against the bank statements, the accountant's provisional accounts and the signed deeds. Every discrepancy is logged and ranked by severity before any correction, then the closing file is prepared for the accounting firm.

Result

Year closed and reconciled, discrepancies invisible from the inside caught before closing, file handed to the accountant in two languages.

Annual closingBank reconciliationFile for the accounting firm

Private investor

Two banks, two reports every week, and figures that get rechecked by hand.

Two banks, one dashboard that doesn't lie.

What I put in place

A dashboard that rebuilds itself identically every week, recalculates the real gain and checks it against what each bank declares. It refuses to show an annual gain when its base figure is out of date.

Result

A gain overstated by around 10 points caught. Reconciliation accurate to within 0.1 point.

Wealth managementPortfoliosWeekly reporting

Construction

Site invoices to approve without knowing how to read a plan or price a material.

Every invoice checked before it's paid.

What I put in place

An agent that reads the plans, cross-checks invoices against each other to catch small repeated overcharges, and places each price against the market.

Result

First site audited: 6 invoices cross-checked against the plans, prices found in the low end of the market range.

Building workSubcontractingTechnical purchasing

PR agency

A contract under foreign law, and no one to check it.

Sign knowing exactly what you're signing.

What I put in place

A clause-by-clause review, in both languages. Risk areas are ranked by severity, and every weak clause gets a replacement version, ready to submit.

Result

12 clauses amended across 7 risk areas. The contract was renegotiated before signature.

Foreign contractsSupplier termsPartnerships

SMEs · all sectors

Unpaid invoices sit dormant and the inbox overflows with the same requests.

Admin follow-up that runs without you.

What I would put in place

Late payments are spotted every day and chased with a personalised message. Emails sort themselves, and recurring requests get a reply ready to approve.

What you get

No chase-up ever forgotten again, and an inbox that stops doubling as a to-do list.

Chasing unpaid invoicesEmail sortingRecurring replies

Communication agencies

The brief lands, the date is fixed, and three days remain.

Three days to deliver the pitch that wins.

What I put in place

A day-by-day sprint: the brief decoded, the decision-maker profiled, the creative territories laid out, then the final deck. The team stays the author, the method keeps the pace.

Result

Two sprints run, two pitches won at the first round, including a tender worth several million euros.

TendersAccount pitchesConsultations

Creative agency

Every quote gets rebuilt by hand, and no one knows which version actually went out.

Quotes priced from your own history.

What I put in place

It proposes hours by role from past quotes. Leadership makes the call, the decision is kept, the client PDF comes out, and every figure links back to the quotes it came from. Duplicate archives were sorted without anyone having to clean them up.

Result

It reproduces, identically, the breakdown of a signed multi-market contract. The version actually sent is matched to within 0.2%.

Campaign quotesMulti-country contractsPrice history

Private collection

Only one shot at an ultra-high-net-worth buyer, and nothing known about them.

Approach the right buyer already knowing who they are.

What I put in place

A profile built from public sources, a filter that saves the heavy analysis for candidates worth it, then a proposal written for them, in two languages.

Result

A first batch of six prospects processed, from filtering to personalised proposal.

Private salesPatronageInvestors

Private collection · Subscription fashion

A price, budget or threshold announced without a method the buyer can check.

A price that holds up, because its method is shown.

What I put in place

Every figure is built on verifiable references, from the observed to the comparable, with scenarios that show what happens if the assumption shifts.

Result

On a feasibility study, the break-even point is established and the decision becomes possible.

ValuationFeasibility studyBreak-even point

Offshore racing · Sponsorship

Qualifying a sponsor takes days of research before the first contact, so prospecting stalls.

Each sponsor's file, ready before the first call.

What I put in place

For each target: who decides, how to approach them, what to say in thirty seconds or five minutes, and a presentation reordered for them.

Result

A proof of concept run end to end on a real sponsor file, from discovery to personalised presentation.

Sports sponsorshipKey accountsFirst meeting

SMEs · services

Enquiries arrive through the website, WhatsApp or Instagram, and no one replies in time.

Every enquiry gets a reply, the right ones get a meeting.

What I would put in place

An assistant on the website or messaging app that replies, qualifies the enquiry and offers a slot, then hands over to a person at the right moment.

What you get

No more enquiries lost in the evening or at weekends.

Website chatbotWhatsAppBooking

Conseil · B2B

After the discovery call, all that's left is notes, and the proposal only answers what the prospect managed to name.

From the call to the quote, without losing what went unsaid.

What I would put in place

The notes become a diagnosis: unspoken pain points, hidden costs, likely objections. Then a proposal and a quote ready to send.

What you get

A proposal that answers the real problem, not just the request.

DiagnosisProposalQuote

Creative agency

Every tender gets a quick skim, and what the client really wanted only comes out at the presentation.

A tender decoded before a single line is written.

What I put in place

An assistant for the strategist that runs through nine steps in order, with human approval at each one. Whatever is approved is locked in and carried forward unchanged, and out come a decoding report and two briefs, one for strategy, the other written for creative.

Result

Run live on a real tender, with the strategist at the controls.

TendersStrategic briefsConsultations

Private collection

I want to know whether pieces like mine are for sale, and at what price, without spending my evenings on listing sites.

Know what's actually for sale today.

What I put in place

A piece-by-piece search in two passes: the first finds the listings, the second opens each page to check it's still live, in the right colourway and at the right price.

Result

On a first batch, 18 out of 24 "available" listings were already sold or withdrawn.

Price monitoringMarket comparablesRare objects

Private collection

A piece I thought was original turns out to be a reissue, and my whole valuation is wrong without my knowing it.

A valuation that follows each piece's true date.

What I put in place

A database that separates what makes a piece rare from what drives its market price. When a date is corrected, the piece is reclassified and its valuation recalculated, instead of staying under the old label.

Result

28 pieces reclassified after correcting their production date, caught before a buyer could catch them first.

Collection appraisalInsuring objectsCatalogues raisonnés

Functional food

A brand stacking messages on top of each other: what wins one audience drives another away.

One brand architecture, messages that stop contradicting each other.

What I put in place

A map of the existing messaging, the tensions put on the table instead of hidden, then the architecture settled, public and internal kept apart.

Result

Six distinct customer segments identified, brand architecture settled.

Brand platformCustomer profilesVideo scripts

Exceptional craft house

A house at the top of its craft, and a website saying the opposite.

A website that matches the house.

What I put in place

A scored audit that says what's wrong, in what order to fix it and what each fix changes. Delivered alongside the brand platform and the investor deck.

Result

The decisive fact isolated: eleven seconds waiting on mobile before the page appears.

Website auditSEOFundraising

Marketing directors' network

Another market report: plenty of information, no decision.

A market analysis that actually decides something.

What I put in place

Several expert perspectives cross-checked surface the real trade-offs and the areas of uncertainty, which become the deliverable.

Result

Ranked trade-offs in place of a compilation, ready for a board meeting.

Product launchSegmentationBoard meetings

Private collection

Each buyer should see a selection built for them, without duplicating the website.

A private showcase for each buyer.

What I put in place

Each visitor sees their own selection, access comes down to a link sent by email, and changing what they see takes a minute.

Result

One selection per buyer, editable in a minute without touching the website.

Private galleryShowroomRestricted catalogue

Creative agency

With every brief, influencer research starts from zero again.

Every campaign makes the next one faster.

What I would put in place

An assistant answers the full brief, shows the evidence and a confidence level for each creator shortlisted, and feeds every search into a database that keeps growing.

What you get

Shortlists in hours, and a creator database that becomes an asset of the agency.

ShortlistingCreator databaseClient proposals

SMEs · brands

Good content goes out on one channel, for one day, then disappears.

Written once, published everywhere.

What I would put in place

Approved content comes back out adapted for each network, in your voice, alongside a watch on what competitors are publishing.

What you get

A regular presence without spending your evenings on it.

LinkedInInstagram & FacebookCompetitor monitoring

Private collection

My records say one thing in the fields and another in the text, and it's the buyer who'll notice.

A catalogue that stops contradicting itself.

What I put in place

Every inventory record is cross-checked, field by field, against its text: designer, date, category. Every contradiction goes through a second read that confirms or dismisses it, with its reasoning written out in plain terms, then it's checked against outside sources.

Result

50 contradictions confirmed across the whole database, 30 of them high-confidence, each with its correction proposed.

Sales cataloguesProduct recordsCollection archives

Creative agency

AI turns out lines that are fine but average, and every discipline builds a different campaign.

A campaign line that holds up in the room.

What I put in place

A method run in sequence: fix what won't move, show what excellence looks like, generate widely, reject hard, then lock in a line that becomes the test for every deliverable. Delivered as a manual and two AI assistants.

Result

Delivered to the whole creative team: ideas in minutes, a full campaign, a one-page creative contract.

Campaign conceptsAdaptationsReport for the deck

Communication agency

Two days for finished territories, and no team produces that volume without letting quality slip.

The output of a big agency, in two days.

What I put in place

The decision-maker's profile and a body of references first, then the ideas develop and get put into image. AI speeds up the concept, it doesn't replace it.

Result

13 activations and 7 campaign concepts delivered in two days, all judged to be at the level of the brief.

ActivationsConceptsPutting into image

Private collection

Thousands of objects to describe and classify, and no one is going to proofread an inventory this size.

An inventory that fills itself from photos.

What I put in place

Each image is described, classified and then cross-checked, and linked to its actual location. Only the doubtful records get flagged: the suspect case gets reviewed, not the whole set.

Result

1,142 objects described, classified and linked to their physical storage.

CataloguesProduct recordsImage archives

Private collection

Thousands of photos to resize, protect and correct before they can circulate.

Thousands of photos ready to go, in one click.

What I put in place

Resizing, watermarking and colour correction run in a batch, launched from a desktop application by someone with no technical background.

Result

2,463 photos processed out of 2,463, zero failures.

Product photosProtection before releaseE-commerce

Creative agency

Approved content has to come back out in ten formats, and someone remakes each one by hand.

One approved piece of content, every format comes out of it.

What I would put in place

Approved content goes in once with its rules, and out come the social calendar, the presentation and the visuals by placement. Creative decides, adaptation follows.

What you get

No one remakes each format by hand any more.

Social calendarPresentationsVisuals by placement

Creative agency

The brief is approved, and it takes days to get even one direction to react to.

Three directions on the table, minutes after the brief.

What I put in place

An assistant that takes the creative brief and, without asking a single question, fixes the constraints, generates widely, filters hard, then delivers three developed directions as a PDF: a line, an argument, a script and a test question each. It stops short of locking anything in: the team keeps the choice.

Result

Delivered to the whole creative team with its setup guide, and run end to end on a real brief.

Brief responsesExpress pitchesConsultations

Private collection

Thousands of photos badly named, duplicated, and no one knows any more which goes with which piece.

Every photo linked to the right record.

What I put in place

A set of small tools that check the name of every file, catch duplicates, find where each image is stored and compare its reference against the record's. Compliant files get reclassified on their own, the rest come out in a report to correct.

Result

2,730 images checked and 649 non-compliant names isolated, before they could contaminate the database.

Product photo librariesDigitised archivesDatabase migration

Creative agency

Staff keep asking the same questions about procedures and health cover.

HR questions answered, clause in hand.

What I put in place

An assistant that answers from internal policies and health cover, cites the clause each answer comes from, refuses to decide an individual case and points back to HR when it can't find an answer.

Result

Zero fabrication once hardened: when it doesn't know, it says so and points back to HR.

Internal policiesHealth coverNew-starter onboarding

Creative agency

Every HR visual for the office screens ties up a creative for hours.

Internal communication, in minutes.

What I put in place

The same approved body of content feeds the office screen infographics every week. Collected once, it also serves the HR assistant.

Result

A visual that used to take half a day to two days now comes out in minutes, for a few dollars a month.

Internal screensProcedure remindersStaff benefits

Creative agency

Everyone tinkers with AI on their own, with no shared framework or common language.

The whole team finally speaks the same language on AI.

What I put in place

Twelve sessions for the whole company, from mindset to assistants grounded in internal documents. Each session leaves behind material that stays.

Result

Twelve sessions delivered to the whole team; the engagement extended into an audit, then into transformation.

Team trainingInternal assistantsKnowledge sheets

SMEs · recruitment

Every vacancy buries the team under CVs, and the good candidates wait.

A hundred CVs read, the ten good ones at the top.

What I would put in place

Applications are read and ranked against your criteria, then the offer letters are generated and approved by HR.

What you get

Screening in hours instead of days, and the decision stays human.

CV screeningOffer lettersHR helpdesk

Any organisation

An operation only lives in the head of whoever has always done it.

What a veteran knows, a newcomer can run.

What I would put in place

The task becomes a clear procedure: steps, error cases, quality control. Meetings become action items sent to the right teams.

What you get

The exit test: a newcomer can run it unassisted.

HandoverOnboardingMeeting minutes

Creative agency

Finding out who has which laptop and what's already been repaired means digging through emails and spreadsheets.

The equipment fleet, found in seconds.

What I would put in place

An equipment register where every assignment and every repair is a structured field, searchable in one query. It's built on the shared database already funded by another department.

What you get

Each piece of equipment's history in one search, for a fraction of the cost of a standalone project.

IT fleetStarters and leaversRepairs

Creative agency

Everyone can feel the friction, but no one has ever counted it.

Five causes to fix, rather than sixty symptoms.

What I put in place

A department-by-department audit, every friction point logged with its evidence. The diagnosis stops short of solutions, so leadership decides on facts.

Result

61 friction points recorded, 53 of them tracing back to five structural gaps.

Organisational auditInterviewsDecisions

Creative agency

Every department wants its own solution, and the budget only covers part of it.

The plan that fits the budget.

What I put in place

Every department goes through the same filter, demand is set against the days available, and whatever serves several departments at once gets built first.

Result

Around 50 days of possible work brought down to a 28-day plan.

RoadmapShared data foundationSequencing

Creative agency

A flawless-looking AI summary was about to go out, and several of its claims were false.

Nothing goes out until every claim is traced.

What I put in place

Every claim in a deliverable is tagged as stated or inferred, then traced back to its source before sending. Whatever can't be verified is made visible.

Result

Seven fabrications found in a single summary, and none of them looked absurd.

Audit reportsBoard notesSummaries

Creative agency

Everyone wants AI tools without knowing what IT and the internal platform can actually support.

Know what your IT actually allows, before buying.

What I put in place

An audit of the environment and the platforms already in place sets out the constraints in writing, before the first project starts.

Result

Every tool was placed where it can actually run, and no project started blind.

IT auditInternal platformHosting for assistants

Major fashion brand

Everything looks like a good candidate for AI, and for exactly that reason nothing gets decided.

Where to start, when everything looks like a priority.

What I would put in place

A map that ranks use cases by what they return and what they demand, then breaks the transformation into stages that can be bought separately.

What you get

A clear first stage, and you stay the decision-maker at every step.

PrioritisationRoadmapEntry stage

Luxury house · e-commerce

Switching platforms without knowing what the move will break, or what it will cost.

Switch platforms without a nasty surprise.

What I would put in place

A readiness audit before any commitment: what's at risk of breaking, what it will cost on an ongoing basis, and in what order to proceed.

What you get

A switch decided with full knowledge, questions for IT included.

E-commerce migrationNew ERPQuestions for IT

Creative agency

AI billed per call, and no one knows what it'll cost by the end of the month.

AI whose bill you actually control.

What I would put in place

AI reserved for the steps that genuinely need it, the rest follows simple rules. A key in the company's name, a spending cap, every call logged.

What you get

A cost known in advance, and a record of every use.

Internal platformsAutomationsTraceability

Private collection

I'm selling a one-of-a-kind collection: if I knock on the wrong door, I burn my chances with the rest.

Two sales channels, and the order to open them in.

What I put in place

A two-channel strategy, institutions on one side, private buyers on the other, each with its own case and its own tools. And the order to open them: prepare the database and authentication, open the private channel first, then approach the art market with an offer already in hand.

Result

Strategy settled in session with the client and their advisors, then equipped on both sides.

Collection saleRare assetsPrivate buyers and institutions

Creative agency

Every department keeps its own lists in its corner, and the same information gets copied out three times.

One database, that fills itself without re-typing.

What I would put in place

A shared database where each department has its own tables and screen, linked to an automation that fills it from what already comes in: forms, files, meetings. The server belongs to the agency, nothing gets installed on individual workstations, and it's queried by simply asking a question.

What you get

The shared foundation for every project, for 5 to 15 dollars a month, with no licence.

Client and project dataDashboardsCross-department automations

Creative agency

The assistant should be able to create projects and tasks itself, without being handed the keys to every piece of software.

Narrow connectors, an interchangeable assistant.

What I would put in place

Each piece of software is opened up through a few precise functions, such as "create a project" or "add a task", and nothing else. The assistant fills in the fields without ever being able to invent an operation, and the same connectors serve any assistant.

What you get

The assistant writes into your tools, and the security lies in the shape of the connectors, not in trust.

Project managementTask trackingInternal database

Creative agency

Every Monday evening, I chase everyone to find out where their projects stand, then retype it all.

No one chases status updates any more.

What I would put in place

The meeting is transcribed, then structured into tasks with someone responsible, a deadline, a client and a campaign. A person approves it, and everything lands in the right place: a message to each person, the tracking tool, a weekly summary generated.

What you get

The Monday update prepares itself, and the tracking tool finally tells the truth.

Project trackingMeeting minutesWeekly update

Creative agency

When someone leaves, the client's history leaves with them, buried in their own folders.

Client history stops leaving with the people.

What I would put in place

Every meeting recording is filed under the right client as soon as it comes in, by simple rules first, by AI only when there's doubt. Whatever is extracted from it, tasks, decisions, feedback, joins the shared database.

What you get

A client history that can be searched, no longer dependent on who organised the meeting.

Meeting transcriptsClient feedbackProject archives

Private collection

Hundreds of pieces in boxes, and none of them say what they are or where they belong.

Every piece carries its identity label.

What I put in place

Labels come straight out of the database, laid out in batches and ready to print, and physical storage follows the database: numbered bins, boxes, the location of every piece.

Result

9 bins and 62 boxes organised, labels printed straight from the database, without re-typing anything.

Storage and warehousesLoans of worksPhysical inventory

Firms · SMEs

The information exists, but buried in hundreds of PDFs and scans.

Your archives answer in plain language.

What I would put in place

Documents, even scanned or very long ones, are read and filed into a database queried with a simple question. Every answer links back to the page it came from.

What you get

The right clause or the right figure in seconds, source included.

ContractsScanned archivesProcedures

Founder · Private collection

I want to learn AI on my own projects, at my own pace, not on exercises.

One-on-one workshops that leave with working systems.

What I put in place

A series of individual workshops where each session builds a real use case within the client's own world. The first covered creating images and then animating them; the following ones built the story behind each piece, the weekly tracking of their portfolios, then a full accounting application.

Result

A first workshop on images grew into four engagements over two years.

Marketing directors' network

Market reports catalogue players and segments without ever setting a priority.

A workshop that produces a segmentation, not a report.

What I put in place

A ninety-minute workshop built to measure for a marketing director, around a real launch case. Several AIs set side by side reveal what each one sees that the others miss, then the segmentation and the insights get formulated live.

Result

A segmentation method demonstrated end to end, transferable to any complex market.

Product launch

Head of strategy · Creative agency

The brief-decoding assistant works fast, but only on the surface, and the questions put to the client stay soft.

A strategist's workshop, on their own tender.

What I put in place

Live workshops where the decoding runs step by step on a real brief, the strategist at the controls of their own assistant, through to the briefs for strategy and for creative.

Result

The head of strategy found the questions put to the client sharper, and added their own step to the method.

Briefs in three formats

Senior executive

Using AI without knowing where to start, and nothing done with it ever builds into anything lasting.

AI on your real files, from the first session.

What I put in place

Individual two-hour sessions on the client's own files: the useful tools, the art of the prompt, voice and image.

Result

A method that stays, not a list of tools.

One-on-one coachingPromptsAutomated habits

Executives · freelancers

Between emails, calendar and tasks, the day is gone before it's started.

An assistant that runs your emails, your calendar and your tasks.

What I would put in place

An assistant on your messaging app: you talk to it, by voice or in writing, it sorts, schedules and chases.

What you get

The logistics of the day fit inside a conversation.

EmailsCalendarTasks

SME & mid-market leaders

Take back control of the stack and the usage, without depending on yet another provider.

Agencies & studios

Amplify creative and strategic judgement, not replace it.

Founders

Structure the brand and the story all the way to the investor pitch.

Craftsmen & exceptional creators

Document, value and manage a unique know-how or heritage.

Independent experts

Encode your expertise to multiply it without diluting it.

Sales teams & solo operators

Sponsors, patrons, key accounts: approaching a specific target you know nothing about.

And one assumed limit: I don't work for those who want speed without depth.

Who it's for

A wide spectrum, one standard

The method

La Source

Your knowledge, your voice, your methods and your data, structured so that any AI becomes yours.

Offers →

What I do

What the training changes

What these systems do

Your tools, finally connected.

MCP connectors

API calls

Dedicated interfaces

Agentic assistants

Eight fields, fifty-five solutions

Accounts & admin · 6 solutions

Sales · 10 solutions

Marketing · 7 solutions

Creative · 7 solutions

HR · 6 solutions

Leadership · 8 solutions

Operations & data · 6 solutions

Private workshops · 5 solutions

A wide spectrum, one standard

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