Opinion ·
AI and sovereignty: why has free AI become the weak link for French SMEs?
Original title, in French: “IA & souveraineté : pourquoi l’IA gratuite est devenue le maillon faible des PME françaises ?”
- Publication
- Archimag (France)
- Author
- Jean-François Deldon
- Published on
- 20 October 2026 · read in the publisher's feed
Summary
Jean-François Deldon, head of Yakadata, warns of the risk of "shadow AI" in French micro-businesses and SMEs: quotes, contracts, customer data or source code can be entrusted without control to consumer AI tools. Unlike large groups, small organisations lack the resources (CIO, CISO, DPO) to assess these tools, and the decision often rests on the manager alone. The author first recommends a usage policy specifying which information must never be shared, before choosing between a professional subscription, a cloud architecture via API or local infrastructure. For a company of ten employees over three years, he estimates a total cost of around €10,000 to €15,000 for a professional assistant, €10,000 to €30,000 for a cloud architecture, and €10,000 to €20,000 for local infrastructure.
Summary based on the full text of the article.
Read the article on Archimag →Figures cited
-
12,500 EUR
total 3-year cost of a professional AI assistant for 10 employees (licences, scoping, training, administration)
simulation for a company of 10 employees, France, over 3 years
« Un assistant professionnel représente environ entre sept-mille et onze-mille euros de licences, soit dix à quinze-mille euros avec cadrage, formation et administration. »
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20,000 EUR
total 3-year cost of a cloud architecture via API for 10 employees (hosting, integration, security, maintenance)
simulation for a company of 10 employees, France, over 3 years
« notre simulation situe cependant le coût total entre dix-mille et trente-mille euros sur trois ans »
-
15,000 EUR
total 3-year cost of local AI infrastructure for 10 employees (installation, security, maintenance)
simulation for a company of 10 employees, France, over 3 years
« En local, une station ou un serveur représente typiquement cinq à huit-mille euros d’investissement initial et un coût total de l’ordre de dix-mille à vingt-mille euros avec installation, sécurité et maintenance. »
Classification
- Country
- France
- Company size
- Micro-businesses, SMEs
- Industries
- All industries, or industry not specified
- Companies
- Yakadata (cited)
- Keywords
- shadow AI, SMEs, data governance, digital sovereignty, usage policy, cost of AI
Entry written by Marsanne Studio from the cited article, with the help of an AI model (claude-sonnet-5). The rights to the article and its illustrations belong to Archimag and its author. Entry translated from French by Claude Sonnet 5.5.