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AI and Data Expertise

Revolutionize your processes with our Data and AI expertise.

Think this tech breakthrough doesn't concern you? You're already behind. We integrate AI where it has real impact — not for the buzz.

Training
Open Source
Data Analysis
Empowerment
Sovereignty

AI is not a gimmick. It's a concrete lever to transform your processes, cut your costs, and keep control of your data. We're not here for the hype we're here for results.

Forward Deployed Engineering

We don't ship a POC. We embed until production.

A Forward Deployed Engineer is an engineer who embeds into your team to take AI from an impressive demo to a system that holds up in production. The most sought-after role in tech in 2026 — at Palantir, OpenAI, Anthropic. At Lumy, it's how we've worked from day one.

95%

of enterprise AI pilots show no measurable impact on the bottom line — MIT, 2025. We work for the 5% that ship.

The problem is almost never the model. It's everything else: your data, your existing systems, your business constraints. The gap between a prototype that runs in a demo and a tool that actually serves. That gap is exactly what our Forward Deployed approach closes.

Embedded, not hovering above

We settle into your context — your data, your tools, your teams. We build on your business reality, not a textbook case.

From scoping to run

Scoping, prototype, production — and we operate what we deploy through Lumy Cloud. One team, from the first workshop to monitoring.

The field, not the theory

We deploy AI on our own products every day. What we recommend, we live — not slides, real experience.

Our AI commitments

Concrete AI, integrated into your business.

Practical AI & Open Source

We bet on agile, affordable technologies. Our experts build on open source and develop tools tailored to your context — seamless integration, controlled costs. You own everything.

LLM
RAG
Fine-tuning

Data structuring & analysis

Your data has value — you just need to know how to use it. We structure, clean, and connect your sources to turn them into real decision-making tools.

ETL
Dashboard
BI

Process automation

Repetitive tasks? We automate them. We dive into your processes and business operations to concretely transform the way you work.

Workflow
API
RPA

Training & empowerment

We don't deliver a black box. We train your teams to understand and use the tools we deploy. The goal: your autonomy, not your dependency.

Workshop
Upskilling
Documentation

Our approach

From scoping to autonomy.

01

Audit & Scoping

We analyze your existing processes and data to identify the real optimization levers.

02

Prototype & POC

We build a quick proof-of-concept to validate technical feasibility and ROI before investing.

03

Development & Integration

We develop the solution and integrate it into your existing stack — no revolution, a controlled evolution.

04

Empowerment

We train your team and document everything. The goal: making you autonomous, not dependent.

Digital sovereignty

Your data stays yours.

We deploy models on your premises or via managed inferences with Scaleway. No GAFAM dependency, no data leaks. Your code, your models, your property.

Managed inference with Scaleway (France)
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+250 products shipped. Here's what we've built.

  • agence_bretonne_de_la_biodiversite
  • BBH
  • brest_metropole_aménagement
  • brittany_ferries
  • bzhunt
  • caf_ille_et_vilaine
  • cedre
  • charnel
  • cinav
  • eesa
  • eric_nion
  • estran
  • g_nedelec
  • groupe_le_telegramme
  • hyprodis
  • ifremer
  • ipc
  • le_grand
  • abbaye_st_jacut
  • malo
  • ministere_de_la_transition_ecologique
  • moten
  • naval_group
  • ovh
  • peugeot
  • point_bzh
  • primel_traiteur
  • radio_boa
  • radio_breizh
  • rbg
  • region_bretagne
  • rivacom
  • scaleway
  • sill_entreprises
  • technopole_brest_iroise
  • UBO
  • veolia
  • viamedia

What our clients say.

Frequently asked questions

Custom AI & Data.

No. We can start with little data and iterate. What matters is quality and relevance. We help you structure your data pipeline before connecting any model.

We favor open source for sovereignty and cost control — Mistral, LLaMA, Hugging Face. We also integrate proprietary APIs (OpenAI, Anthropic) when relevant. The choice is made case by case.

We can deploy models on-premise or on sovereign cloud (OVH, Scaleway). Your data never transits through third-party servers without your explicit consent. We document every flow.

We start with a scoped POC (4-6 weeks) to measure real impact before investing. No vague promises — we define concrete KPIs from the start: time saved, errors avoided, revenue generated.

Yes. Every delivery includes knowledge transfer. We train your business teams on tool usage and your tech teams on maintenance. The goal: autonomy, not dependency.

A Forward Deployed Engineer is an engineer who embeds into the client's team to design, integrate and deploy a solution — often AI — directly into their real environment. Rather than shipping a prototype and leaving, they stay until the solution runs in production and serves a measurable business goal. It's the model pioneered by Palantir and adopted by OpenAI and Anthropic in 2025-2026. At Lumy, it's how we approach every AI project.

According to an MIT study (2025), about 95% of enterprise generative AI pilots show no measurable impact. The bottleneck isn't model capability, but the gap between a demo and real integration: unstructured data, legacy systems, compliance, team adoption. Our Forward Deployed approach tackles exactly this gap — we deploy into your real context, not a lab.

A vendor sells a generic product you have to adapt. We start from your business and build what serves your operations — then we operate it. No endless licensing, no black box: open source, code and models are yours. And since we build our own AI SaaS under Synapsr, we know the real trade-offs, not just the theory.

The team.

Data to unlock?

AI, automation, data — we evaluate the potential in 30 min.

Write to us