Only 7% of French manufacturers use AI: a sector signal worth taking seriously
While generative AI adoption grows in services, French industry lags behind. What this figure reveals about industrial SMB priorities in 2026.
Blog
Tarek Nachnouchi’s blog: product, strategy and applied AI.
Analysis and field notes for leaders and teams who have decisions to make: product strategy and go-to-market, scale-up and operating models, applied AI and data, leadership and change, Europe and MENA.
Each article starts from a concrete question, relies on cited sources and ends with an FAQ. Articles are published in French, English and Arabic; a translation is offered only when it genuinely exists.
All articles
70% of employees already use AI with no training: the real risk isn't the usage
68% of French employees use AI at work, yet 70% have received no training. The gap between practice and framework, not AI itself, is the real issue for SMBs.
How to measure AI ROI before scaling it up: two real cases
Aldes estimated a 800,000-euro ROI in year one, Selectour now routes 70% of its bookings through an AI agent. What these figures reveal about measuring before you scale.
The hidden energy cost of AI: why efficiency is becoming a selection criterion for SMBs
Data center electricity consumption for AI could double by 2026. A distant detail for an SMB, until it shows up in the price of the tools it uses.
AI error at work, who is liable? The AI charter is no longer a footnote
A misconfigured chatbot, a contested automated HR decision: the company stays legally liable, never its AI vendor. What that means in practice for an SMB.
58% of leaders call AI vital, 57% have no strategy for it
The Bpifrance Le Lab study reveals a striking gap between awareness and action in French SMBs and mid-sized companies. Diagnosis before tools, not the other way around.
AI adoption in SMBs: team resistance is not what leadership imagines
22% of business owners name team resistance as a barrier to AI. Yet training, when it exists, gets 89% satisfaction. The real problem lies elsewhere.
Why a successful AI pilot in one department almost never scales elsewhere
An AI pilot that works in sales guarantees nothing for customer service or production. Data and process silos explain why, long before budget does.
Three AI models concentrate 91% of usage: the risk most SMBs don't see
A handful of models now dominates most AI usage worldwide. For an SMB that has built its processes around a single tool, that is not a technical footnote.
Data Classification for AI: Why Over-Protection Paralyzes Adoption in SMEs
80% of French SMEs have no documented AI governance. Many compensate with the opposite excess: labeling everything confidential, until the AI becomes unusable.
AI in French SMEs: Between Paralysis and Rushed Adoption, Neither Is a Strategy
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.
AI Adoption in SMEs: The Frontline Manager Decides the Outcome, Not Leadership
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.
Historical articles keep their URL, language and metadata. French, English and Arabic versions are linked only when an equivalent piece exists.
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