Cas d’usage
IA : vos prestataires vont vendre le travail, pas l'outil
La bascule copilote vers autopilote redéfinit ce que vous achèterez en IA : non plus un logiciel, mais un résultat livré. Ce que ça change pour votre PME.
7 min
AI Diagnostic for SMEs and Mid-size Companies
Assess the AI maturity of your organisation
A comprehensive diagnostic to identify your AI integration opportunities and accelerate your transformation.
5 min
to get your score
5 axes
of analysis
100%
free
Endorsements & accreditations
BPI France
Referenced AI Expert
Osez l'IA
National programme
Région Nouvelle-Aquitaine
Supported company
Hub France IA
Active member
GENIAL is recognised as an AI Expert by BPI France, a member of the national Osez l'IA programme, supported by the Nouvelle-Aquitaine Region, and a member of Hub France IA. We support French SMEs and mid-size companies in their AI transformation.
They trusted us for their AI diagnostic
Mitsubishi Electric
VeryChic
CXG
Odetec
Banque Wormser
Fondation John Bost
Vivalto Santé
Atout France
Mitsubishi Electric
VeryChic
CXG
Odetec
Banque Wormser
Fondation John Bost
Vivalto Santé
Atout France
Our impact
Concrete results for our clients
0+
Companies supported
0+
AI diagnostics completed
0+
AI use cases identified
0 yrs
of data & AI expertise
Cas d'usage IA identifiés
20 agents IA déjà déployés en PME-ETI
Issu du livre blanc Diag Data IA — BPI France, avril 2026
🎯Quick Win
Pipeline commercial IA
Commerce / Support client📋Sur-mesure
Devis & AO IA
Commerce / Support client📦Moyen terme
Bons de commande IA
Commerce / Support client💹Sur-mesure
Pricing prédictif
Commerce / Support client💬Quick Win
Support client IA
Commerce / Support client🚚Sur-mesure
Planification IA
Opérations : IT/RH/Juridique💻Quick Win
Dev IT boosté IA
Opérations : IT/RH/Juridique📜Moyen terme
Juridique IA
Opérations : IT/RH/Juridique🛡️Moyen terme
Conformité IA
Opérations : IT/RH/Juridique💰Moyen terme
Factures & Achats IA
Opérations : IT/RH/Juridique🎯Quick Win
Pipeline commercial IA
Commerce / Support client📋Sur-mesure
Devis & AO IA
Commerce / Support client📦Moyen terme
Bons de commande IA
Commerce / Support client💹Sur-mesure
Pricing prédictif
Commerce / Support client💬Quick Win
Support client IA
Commerce / Support client🚚Sur-mesure
Planification IA
Opérations : IT/RH/Juridique💻Quick Win
Dev IT boosté IA
Opérations : IT/RH/Juridique📜Moyen terme
Juridique IA
Opérations : IT/RH/Juridique🛡️Moyen terme
Conformité IA
Opérations : IT/RH/Juridique💰Moyen terme
Factures & Achats IA
Opérations : IT/RH/Juridique✏️Quick Win
Production de contenus IA
Marketing🛍️Quick Win
Fiches produits IA
Marketing✨Moyen terme
Reco produits IA
Marketing📐Sur-mesure
Bureau d'études IA
Opérations industrielles⚡Sur-mesure
Production industrielle IA
Opérations industrielles🔬Sur-mesure
Qualité industrielle IA
Opérations industrielles📝Quick Win
Productivité bureautique IA
Transverses🔍Moyen terme
RAG / Assistant connaissances
Transverses🎓Moyen terme
Capitalisation savoir IA
Transverses🚀Sur-mesure
Nouvelle offre IA
Transverses✏️Quick Win
Production de contenus IA
Marketing🛍️Quick Win
Fiches produits IA
Marketing✨Moyen terme
Reco produits IA
Marketing📐Sur-mesure
Bureau d'études IA
Opérations industrielles⚡Sur-mesure
Production industrielle IA
Opérations industrielles🔬Sur-mesure
Qualité industrielle IA
Opérations industrielles📝Quick Win
Productivité bureautique IA
Transverses🔍Moyen terme
RAG / Assistant connaissances
Transverses🎓Moyen terme
Capitalisation savoir IA
Transverses🚀Sur-mesure
Nouvelle offre IA
TransversesMethodology
A field diagnostic in 3 phases
Our approach combines quantitative and qualitative data for a 360-degree view of your AI maturity.
01
Employee barometer
Anonymous questionnaire distributed to all teams. Measures perception, usage, Shadow AI and the expectations of your employees.
Anonymous3 minutesAll departments
02
Manager interviews
Structured sessions with key managers. Maturity assessment, identification of time-consuming tasks and automation opportunities.
4 stagesAI use casesPain scoring
03
Scoring & prioritisation
Assessment of each AI use case based on technical feasibility, estimated ROI and strategic alignment. Prioritised roadmap.
ROI matrixQuick wins12-month roadmap
Our offerStart with the free self-assessment
The complete AI diagnostic for your business
GENIAL supports French SMEs and mid-size companies in their AI transformation. Our field diagnostic identifies concrete opportunities and builds an actionable roadmap.
Mapping of your AI opportunities by department
Assessment of your teams' AI maturity
Identification of Shadow AI and associated risks
Scoring and prioritisation of use cases (ROI)
12-month AI roadmap with quick wins
Change management plan
Full Diagnostic
4 to 6 weeks
Scoping
Employee barometer
Manager interviews
Use case scoring
Restitution
127
Responses
12
Interviews
34
Use cases
In progress
Testimonials
They completed their AI diagnostic
“The diagnostic helped us identify 15 concrete use cases. We have already deployed 3 quick wins that save our teams 20 hours per week.”
Sophie M.
Chief Operating Officer
Industrial group, 450 employees
“The employee barometer revealed a much higher rate of Shadow AI than expected. It convinced us to act quickly to govern and equip our teams.”
Thomas L.
CIO
Services company, 200 employees
“The restitution with the scoring matrix was very clear. We know exactly where to start and what ROI to expect for each AI project.”
Caroline D.
CHRO
Retail ETI, 800 employees
25
AI Experts
70+
Diagnostics completed
500+
Use cases identified
3000+
Employees surveyed
Resources
All resourcesLatest insights on AI
Analyses, guides and use cases to adopt AI in your SME or mid-market company.
Diagnostic IA
Pourquoi les directeurs financiers ne peuvent plus attendre la certitude dans une économie de l'IA
Pourquoi attendre un ROI certain devient un risque : les 3 changements de posture du directeur financier à l'ère de l'IA. Tribune d'Erwan Simon.
7 min
Conformité
Souveraineté IA : quand débrancher une IA devient un sujet de présidentielle 2027
La crise Fable 5 / Mythos 5 a transformé en un week-end l'IA en sujet de souveraineté nationale. Récit, analyse politique et 3 leçons pour les dirigeants.
9 min
Ready to assess your AI maturity?
20 questions, 5 minutes, instant results with personalised recommendations and a GENIAL offer tailored to your level.
Start the self-assessmentFree and no commitment