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Public resources on AI adoption in SMEs
Everything we publish openly: decision frameworks, documented use cases, real prices and figures observed in the field. Journalists, consultants and schools are welcome to quote and reuse this material, with a link back to the source page.
Quotable figures — AI adoption in industrial SMEs
Averages observed by Makia Labs across 30 industrial SMEs (2024–2026). Varies with adoption depth.
Guides, frameworks and data
Which tasks in a manager's week can move into a tool, which must stay, and the gains we measured.
Scoping an AI upskilling plan: audiences, a one-year sequence, budget, and measuring adoption.
Our first product: a facilitated workshop from 60 minutes to half a day. 55 cards, 5 dimensions, 5 phases. Freely available.
Meaning, Actors, Knowledge, Impact, Alignment. The filter that eliminates 80% of 'AI-for-AI's-sake' projects.
Context, Role, Action, Format, Tone. The format we teach in the prompt engineering session.
Diagnose, train, build, anchor. What happens week by week, and what you get at the end.
Free questionnaire, a score per dimension and concrete recommendations. No booking required.
Downloadable PDF: moving from the demo to daily use inside an SME.
Every module we run in-house, with duration, audience and what your team walks out with.
Choosing, configuring and deploying the right AI tools in your teams, safely.
Monthly support so adoption survives the month after the training.
Field notes, tool comparisons, mission write-ups. Published in French and English.
Reuse conditions
- Figures and frameworks may be quoted freely, with the full source line.
- Link to the original page rather than copying the content in full.
- The name "Makia Labs" and the MAKIA framework can be mentioned without prior permission.
- For an interview, a talk or additional data: write to us.
Working in French? Voir les ressources en français — the French hub also covers pricing, 12 SME use cases and local training options in Montpellier.
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