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Vision quality control, predictive maintenance, process optimisation: we design and deploy custom AI solutions for the metallurgy industry. Sovereign data, French squad, ROI framed from the start.
The metallurgy industry faces heavy constraints: demanding quality, critical machines, material and energy costs under pressure. AI acts where it pays off, without rebuilding your production tool.
Surface or dimensional defects escape manual inspection and are costly in scrap and rework. Vision AI inspects every part in real time, without slowing the pace.
A breakdown on a critical line freezes the whole plant. Predictive maintenance anticipates failures from your sensor data and schedules interventions at the right time.
Speed, temperature, settings: every parameter weighs on scrap, energy and cycle time. Continuous optimisation adjusts your processes to cut these cost items.
Expertise rests on a few people and scattered documentation. An AI assistant (RAG) makes all your technical documentation queryable in plain language, with instant answers.
AI is more than a promise — it applies to concrete problems in your production. Here are the six use cases we focus on first.
Automatic defect detection on your production lines, in real time, without slowing the pace.
Anticipate machine breakdowns before they halt production, using your sensor data.
Continuously adjust your production parameters to cut scrap, energy and cycle time.
Generate reliable quotes in minutes from your drawings and cost history.
Your operators query all your technical documentation in plain language, with instant answers.
Smart monitoring of high-risk areas and real-time detection of dangerous situations.
Your data stays in France, hosted with OVH or Scaleway, or on-premise. Sovereign models (Mistral) where relevant. GDPR and AI Act compliance handled by design.
A French team dedicated to your project. Short cycles, weekly demos, continuous user validation. No offshore, no black box.
ROI is quantified from the scoping stage, the scope is clear, go/no-go decisions are transparent. You know what you pay and what you gain before you start.


















01
Des équipes prêtes pour l'IA
1 à 2 jours
02
Vos cas d'usage priorisés
1 jour
03
La preuve par un premier gain
2 à 6 semaines
04
Du brief au produit en production
2 semaines à 3 mois
01
Pour qui : vos équipes doivent d'abord comprendre ce que l'IA change dans leur métier, avant tout projet ou en parallèle.
En 1 à 2 jours, sur site ou à distance, on forme vos équipes de direction, de production ou vos fonctions support : fondamentaux de l'IA, usages concrets observés dans votre secteur, prise en main d'outils. Aucun prérequis technique. Vos équipes repartent avec des réflexes applicables dès la semaine suivante.
Tarif : certifié Qualiopi, finançable par votre OPCO, souvent intégralement.
J'ai un projet de formation
02
Pour qui : vous savez que l'IA est un sujet, vous ne savez pas par où commencer, ou vous avez une idée précise mais personne pour l'exécuter proprement.
En 1 jour, nos experts analysent votre organisation et vos processus pour identifier les cas d'usage IA les plus pertinents et les plus rapides à déployer. Vous repartez avec une roadmap priorisée et des fiches opérationnelles par cas d'usage.
Tarif : 2 000 € HT (déductible si vous lancez un projet avec nous).
03
Pour qui : vous avez un irritant précis et vous voulez une preuve avant d'investir plus. Lecture de documents, chiffrage, contrôle qualité, tri, reporting.
En 2 à 6 semaines, on livre une solution en production sur un périmètre resserré, branchée sur vos outils existants (ERP, MES, GMAO). Vous mesurez le gain réel, heures gagnées, erreurs évitées, marge protégée, avant de décider de la suite.
Tarif : à partir de 6 000 € HT (l'Audit Flash déjà réalisé est déductible).
04
Pour qui : vous savez déjà ce que vous voulez. Cas d'usage identifié, périmètre clair, ROI cadré. Vous avez besoin d'une équipe technique sérieuse pour passer de l'idée au produit en production.
En 2 semaines à 3 mois selon le périmètre, notre équipe française conçoit et déploie votre solution : agent IA, plateforme métier, système de vision, RAG, automatisation. Cycles courts, démos hebdomadaires, validation utilisateurs continue. Mise en production directe.
Tarif : entre 15 000 € et 80 000 € HT selon la complexité, devis ferme après cadrage.
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