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USE CASE · INDUSTRY

Vision AI and safety: detect dangerous situations in real time

A real-time alert, before the incident, not after

Safety rules exist, but compliance is only checked by eye, now and then. Vision AI continuously monitors your high-risk areas and PPE compliance, and alerts in real time when a dangerous situation appears, before the incident.

L'enjeu

A site's safety still relies heavily on human vigilance and spot checks. But vigilance fades with fatigue and habit, and a near-miss goes unnoticed, until the day it becomes a real one.

Human monitoring is intermittent: no one can watch every high-risk area continuously, across every shift, without lapses.

Vehicle and pedestrian interaction, dangerous zones, mandatory PPE: the rules exist, but real compliance is only checked by eye, now and then.

An accident costs on every front: line stoppage, sick leave, investigation, insurance premium, and above all the human toll.

Safety data is anecdotal and late (after-the-fact reports, logbooks): it's hard to act preventively on what you don't measure continuously.

Comment l'IA résout ce problème

A vision model continuously analyses your camera feeds and detects risky situations: missing PPE, intrusion into a dangerous zone, vehicle/pedestrian interaction. When a deviation occurs, an alert is pushed in real time to the supervisor. The system detects situations, not people: figures are anonymised, with no identification and no individual scoring.

Les briques techniques

Connection to your existing cameras and targeted additions if an area isn't covered. Vision model detecting PPE, zones and risky postures, processed in real time at the edge. Anonymisation and blurring of people. Alerts pushed to the HSE supervisor (supervision, mobile), ranked by severity. Sovereign or on-premise hosting.

Les données mobilisées

Your camera feeds (existing or added), the map of your high-risk areas, your PPE rules per workstation. A few annotated examples of compliant and non-compliant situations to calibrate detection. No personal data: detection is about the situation, not the individual.

Diagram of vision AI for industrial safety: cameras, AI analysis, risk detection (PPE, zones), real-time alert
Image de Yoan Hibert, fondateur de StratIAImage de Baptiste Wieczorek, fondateur de StratIA
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Bénéfices attendus

Alert before the incident

The dangerous situation is flagged in real time, as it happens, not noted after the accident.

Continuous monitoring

Every high-risk area is watched around the clock, across every shift, without the inevitable lapses of human attention.

Prevention made objective

Les presque-accidents deviennent des données : vous agissez sur les zones et les moments réellement à risque, pas sur des impressions.

Respectful compliance

Anonymised detection, with no individual surveillance: an approach compatible with GDPR and social dialogue.

Où ça s'applique

Why StratIA

Sovereignty

Your data stays in France, hosted with OVH or Scaleway, or even on-premise. Sovereign models (Mistral) where relevant. GDPR and AI Act compliance handled by design.

French squad

A French team dedicated to your project. Short cycles, weekly demos, continuous user validation. No offshore, no black box.

Framed ROI

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.

Ils nous font confiance
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Logo Paymetrust, client de StratIA
Logo Union des Marchands de Biens, client de StratIA
Logo Accessite, client de StratIA
Logo Bastide Manutention, client de StratIA
Logo Hello Prépa, client de StratIA
Logo Comité Olympique, client de StratIA
Logo Paymetrust, client de StratIA
Logo Union des Marchands de Biens, client de StratIA
Logo Accessite, client de StratIA
Logo Bastide Manutention, client de StratIA
Logo Hello Prépa, client de StratIA
Logo Comité Olympique, client de StratIA

Expert insights

In safety, vision AI only makes sense if it stays anonymous: you detect a risky situation, never a person. Properly framed with employee representatives, it turns near-misses into data and lets you act before the tragedy.

Yoan Hibert
Yoan Hibert Co-founder & Managing Director Profile
Baptiste Wieczorek
Baptiste Wieczorek Co-founder & CTO Profile
Image de Yoan Hibert, fondateur de StratIAImage de Baptiste Wieczorek, fondateur de StratIA
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Our method: from entry point to continuous use

based on your maturity level...

01

Formations IA

Des équipes prêtes pour l'IA

1 à 2 jours

02

Audit Flash IA

Vos cas d'usage priorisés

1 jour

03

Quick Win IA

La preuve par un premier gain

2 à 6 semaines

04

Développement sur mesure

Du brief au produit en production

2 semaines à 3 mois

01

Formation IA

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

Audit Flash IA

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).

Voir plus

03

Quick Win IA

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).

Voir plus

04

Développement sur mesure

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.

Discuter de mon projet

One client case

Client case Chemicals

Monitoring PPE and high-risk areas on a chemical site

A specialty chemicals site of around 90 employees in the Rhône valley. Several high-risk areas (ATEX zones, vehicle traffic, workstations requiring specific PPE). Cameras continuously analyse PPE compliance and intrusions into dangerous zones; when a deviation occurs, an anonymised alert is pushed in real time to the HSE supervisor. Figures are blurred, with no individual identification. Deployed in 7 weeks, in consultation with employee representatives.


−42%near-misses on the pilot area
< 2 sfrom detection to alert
6 monthsto reach ROI

Estimated gains between €50,000 and €120,000 per year (incident downtime avoided, insurance premium).

Discuss a similar project

Let's discuss your AI project

Image de Yoan Hibert, fondateur de StratIAImage de Baptiste Wieczorek, fondateur de StratIA
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To go further

Industry

Our AI approach across the whole industrial sector.

AI Flash Audit

Identify your priority use cases in 1 day.

AI Foundations Audit

Build your AI strategy in depth.

Tailor-made development

From scoping to the deployment of your solution.

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