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.
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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.
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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.
Agentic AI: Full Autonomy Is Not a Starting Point for SMEs
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.
Shadow AI in SMEs: Mapping Undeclared AI Usage in Two Weeks
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.
SMEs, Mid-Caps, Regulated Sectors: France's AI Gap Isn't the Same Everywhere
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.
AI transparency on August 2, 2026: the obligation SMBs think was delayed already applies
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.
The AI Act delay to 2027 changes nothing about the urgency of governing your data
The European Parliament voted to delay high-risk AI obligations to December 2027. What actually changes for French SMBs and mid-sized companies, and what does not.
ChatGPT vs Claude in 2026: Which AI to Choose for Your SMB?
Operational comparison between ChatGPT 5.5 Instant and Claude Sonnet 4.6 for 5 SMB use cases: copywriting, data analysis, customer service, accounting, content creation. Verdict by sector with objective criteria.
AI News: 162 New Tools Launched in June 2026, What SMBs Need to Know
162 AI tools launched in June 2026, led by autonomous agents. What small business owners should keep and what to ignore in the noise.
How a Casablanca Accounting Firm Cut Closing Delays by 30% Using AI
Case study: a Casablanca accounting firm cuts monthly closing time from 12 to 8 days using OCR and an AI bank reconciliation agent, with real ROI figures.
How an Accountant Can Cut Monthly Closing Time by 40% with Claude and n8n
Marie, an independent chartered accountant in Lyon, reduced her monthly closing time from 3 days to 18 hours by automating document collection and verification with Claude Sonnet 4.6 and n8n.
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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