Resources
AI governance, data security, digital sovereignty and real-world deployment experience in SMBs and mid-sized companies.
Diagnosis & Assessment
72% of French SME leaders have no clear AI plan. Between wait-and-see and rushed adoption, only a structured method actually closes the gap.
Read articleAdoption & Change Management
AI adoption in an SME is not decided in the leadership committee but on the team floor, when the frontline manager cannot answer everyday questions about the tool.
Read articlePoC & Scale-Up
A validated AI pilot never reveals the real cost of production. The spending lines French SMEs forget to budget for before scaling up.
Read articleAI News
Over 40% of agentic AI projects will be abandoned by end of 2027 (Gartner). Why SMEs that skip the pilot stage fail, and how to avoid it.
Read articleAI Governance
40 to 60% of AI usage in French SMEs escapes IT oversight. The concrete two-week method to map it before a GDPR or AI Act audit catches you off guard.
Read articleFindings & Diagnosis
72% of French SME leaders have no clear AI plan. The real gap varies by company size and sector, with very different risks for SMEs and mid-caps.
Read articleAdoption & Change Management
Initial training or post-rollout calibration: what actually determines whether an AI tool gets adopted by teams in SMEs, not just installed.
Read articleAI News
The AI Act delay to 2027 does not cover transparency. AI content labeling and customer disclosure apply from August 2, 2026 to French SMBs and mid-sized firms.
Read articleAdoption & Conduite du changement
ChatGPT or Copilot licenses bought but barely used: why SMEs confuse deployment with adoption, and how to measure real AI usage instead of seat counts.
Read articlePoC & Scale-Up
Abandoned AI pilots: the go/no-go criteria that decide scale-up success, data readiness, real user adoption and unit economics before committing more budget.
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