Makia Labs · AI training and adoption for teams

AI your teams use on Monday morning. And keep using.

We measure your AI readiness, train your teams on their real work, build the tools you're missing — and stay until the usage sticks. 60% hands-on, results measured from Monday morning.

The tool was never the problem. 80% of AI training changes nothing three months later. We are judged on what remains.

1 day · 6 to 8 people · €2,380 excl. VAT · on site or remote

Deployed at 30 industrial SMEs · 2024 to 2026

They train with us

  • Cayrol Energie — TRUSTED BY
  • Rivinnov — TRUSTED BY
  • Omicron — TRUSTED BY
  • Montpellier Business School — TRUSTED BY

OUR SERVICES

One path: diagnose, train, build, anchor.

Three services, one promise: your teams still using AI six months from now.

Three steps on one path, not a menu. You can enter at any of them.

01

You don't know where to start

MAKIA Training — Audit and training

We map where you stand, then train your teams on their real work. 60% hands-on.

You know what to do — and your teams know how.

Free audit · 5 min · 1-day training, €2,380 excl. VAT

02

You have a precise need and no time to build it

MAKIA Build — Custom tools

Agents, workflows, apps, websites, and tool configuration. Delivered in 1 to 3 weeks.

The tool exists, in production, in use.

1 to 3 weeks · quoted per scope

03

Your teams are trained, usage is fading

MAKIA Ancrage — Subscription

Adoption barometer, prompt upkeep, quarterly reviews. We keep usage alive.

Usage is measured and it holds.

Monthly · no long lock-in

These three services rest on one method, built from fifteen years of research in design thinking and digital transformation. Led by Maria Angel Ferrero, PhD in Innovation Management. Discover the MAKIA method →

What a one-day training on your real work, followed by monthly usage tracking, produces.

−30%
Operational costs
+15%
Revenue activities
+5h
Saved per manager / week

Averages observed by Makia Labs across 30 industrial SMEs (2024–2026). Varies with adoption depth.

HOW IT STARTS

01

The free audit

5 minutes online. You leave with a score and your top three priorities.

02

30 minutes together

We read your results and look at one real use case. No slides.

03

A written proposal

Within 5 working days: scope, timeline, price. You decide.

Take the free audit

TRUSTED BY

Industrial SMEs, Innovative Startups, Public Sector.

Logo Cayrol Energie, client Makia Labs

Cayrol EnergieEnergy · Photovoltaic & hydroelectric · Frontignan

1-day training, May 12, 2026. Leadership & engineering. MAKIA framework applied to meeting notes, client emails, and tenders.

Cayrol Energie
Logo Rivinnov, client Makia Labs

RivinnovIndustrial innovation · Occitanie

AI fluency program for project teams. CRAFT method applied to briefs, meeting notes, and client summaries.

Rivinnov
Logo Omicron, client Makia Labs

OmicronCustom EMS · Electronics manufacturing

AI fluency program for teams. MAKIA framework applied to meeting notes, client emails, and technical documentation.

Omicron
Logo MBS — Montpellier Business School, client Makia Labs

MBS — Montpellier Business SchoolHigher education · Montpellier

2-hour practical seminar on integrating AI tools into pedagogy.

EnergyIndustryPublic sectorEducationAgricultural cooperatives

TOOLS WE COVER

  • Claude
  • ChatGPT
  • Gemini
  • NotebookLM
  • Notion AI
  • Make
  • Zapier
  • n8n
  • Lovable
  • Dust

Most importantly, we teach you how to choose between them.

Taught and delivered with these tools — Lovable as an official partner.

FAQ

Frequently asked questions

What is the MAKIA framework?

Five questions asked before any AI deployment: Meaning, Actors, Knowledge, Impact, Alignment. The filter rules out 80 % of 'AI-for-AI's-sake' projects and keeps the 20 % that create real value.

How long does an AI training take?

From ½ to 5 days depending on level and depth. Most SMEs start with a 1-day intensive (7 modules, 6h30 effective, 60 % hands-on).

Is ChatGPT GDPR-compliant for French companies?

Yes, provided usage is framed: Team or Enterprise tier (not the personal version), training on conversations disabled, internal usage charter, and sensitive data excluded. This is exactly what a Makia training puts in place.

How is this different from generic AI training?

60 % of the time, participants work on their own real files (meeting notes, emails, tenders). No demos. And every use case goes through the MAKIA filter so nothing is wasted.

What results can we expect?

Averages observed across 30 industrial SMEs (2024–2026): −30 % on some operational costs, +15 % on revenue-generating activities, +5 h freed per manager per week. Varies with adoption depth.

Do you train, or do you build?

Both. If your team needs to learn how, we train. If you need the result without the time or skills to build it yourselves, MAKIA Build delivers the tool directly — agent, workflow, app, or website.

SHALL WE START?

30 minutes. No slides. One of your use cases.

We look at where you stand and tell you what we'd do. Free, no strings attached.

Let's talk about your AI adoption.

30 minutes. No slides. We look at one of your use cases and tell you what we'd do.

OR DIRECTLY

No data shared. GDPR-compliant. Response within 48h.