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White paper

Maturité IA des PME françaises 2025-2026

The reference white paper for decision-makers, published in French: 7 chapters, 20 pages, hard numbers and an actionable method, drawn directly from the Junyr Method™.

Junyr Method™

Maturité IA des PME françaises 2025-2026

7 chapters · 20 pages

Contents

What the white paper covers.

  1. 1

    A data-driven snapshot of French SMEs: 55% AI usage, 11% measured value.

  2. 2

    The Junyr Scale™, a proprietary five-level framework to self-assess in 10 minutes.

  3. 3

    The five fatal mistakes that doom 80% of AI projects.

  4. 4

    The five-phase methodology over 12 months, budget €30k to €80k.

  5. 5

    INDUSTEC case study: +182% documented ROI, 1.7 FTE freed up.

  6. 6

    A 12-month roadmap, quarter by quarter, with completion indicators.

  7. 7

    The 2026 context: the AI Act and digital-independence trade-offs.

Read the full white paper.

The full document, in French, is published and kept up to date on its author's site, freely accessible.

Published by Paul-Antoine Tual, Croissance et Transitions SAS. Junyr Method™ is a trademark of Croissance et Transitions SAS.

The articles that extend the white paper.

See how the Junyr Method™ applies these seven chapters, step by step →

30 minutes to place your AI maturity.

Rather than a form to fill in alone, a direct conversation with a practitioner from the network: your position on the Junyr Scale™, in 30 minutes, no jargon, no commitment.