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Genial — Generative IA Lab
Customer stories

Transformations. Not demos.

How French companies put AI into production across their teams: the pain points tackled, the agents deployed, the adoption achieved and the results measured.

More than 150,000 people trust Genial in their everyday work

Cegid logo, GENIAL customer
Huttopia logo, GENIAL customer
Carrefour logo, GENIAL customer
Suez logo, GENIAL customer
GBH logo, GENIAL customer
E.Leclerc logo, GENIAL customer
RATP Dev logo, GENIAL customer
Météo France International logo, GENIAL customer
Atout France logo, GENIAL customer
MAPA logo, GENIAL customer
CFDP logo, GENIAL customer
ActivInside logo, GENIAL customer
Vision IT logo, GENIAL customer
Carrefour Voyages logo, GENIAL customer
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Corsica logo, GENIAL customer
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Suez logo, GENIAL customer
ProcurementEnergy & environment

More than 2,000 suppliers analyzed

And contracts optimized at scale.

2,000+ suppliers analyzed

Full story coming soon

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Learn more: AI in energy & environment, the 8 role-specific Geni agents, our AI guides and use cases and Genial Academy to train your teams. You can also assess your AI maturity in 5 minutes.

Frequently asked questions about our rollouts

How long before an AI project shows its first results?

At GENIAL, the scoping phase (Useful AI) takes 2 to 3 weeks and ends with a prioritized roadmap; deploying the first agents (Usable AI) takes 4 to 6 weeks. The first measurable time savings therefore usually show up after two to three months, on a deliberately narrow scope.

Should you start with the whole company or with a single team?

With a single team. Every successful rollout we support starts with a pilot department for one quarter, with usage metrics tracked every week, before it is scaled up. That makes it painless to drop the uses that don't find an audience.

How do you measure the results of an AI rollout?

On four metrics: time saved per employee, real adoption (active users, not accounts created), the quality of the answers produced and consolidated ROI. These metrics are tracked continuously, not measured once at the end of the project.

Where is customer companies' data hosted?

In Europe, on sovereign infrastructure. Customer companies' data is never used to train models and stays partitioned by entity, with access rights aligned with those of the source tools.

Can an AI assessment be funded?

Yes. GENIAL is accredited as an AI Expert on behalf of Bpifrance, France's public investment bank: its Diag Data & IA program funds the assessment with a €4,000 grant. It covers the mapping of current uses, the prioritization of use cases and the roadmap.

Your customer story, next time?

Thirty minutes to identify, in your business, the two uses that will deliver measurable results in the first quarter.

Geni, the GENIAL AI agent, and Alicia
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