AI Maturity of French SMEs 2025-2026

What the white paper covers

• Quantified state of French SMEs (55 % usage, 11 % measured value)
• Échelle Junyr™ — proprietary 5-level scale for 10-minute self-assessment
• The 5 fatal errors that doom 80 % of AI projects
• The 5-phase, 12-month framework (€30k to €80k budget)
• INDUSTEC case study — +182 % documented ROI, 1.7 FTE freed
• 12-month roadmap quarter by quarter with completion indicators
• 2026 context — AI Act and sovereignty trade-offs