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From experimentation to impact — Structuring AI transformation in public organisations

Original title, in French: “De l'expérimentation à l'impact — Structurer la transformation IA des organisations publiques”

Publication
Alliancy (France)
Author
Unsigned
Published on
28 September 2026 · read in the publisher's feed

Summary

This Alliancy position paper, produced in partnership with Valeuriad, presents France Travail's experience of industrialising AI in the public sector. The agency, which has 50,000 agents equipped and pays out €35 to 40 billion in benefits each year, has been supported by Valeuriad for almost nine years. The document describes the move from pilot to industrialisation, with an AI team ten times larger in eight years and steering by value rather than by technology. It draws on a dinner debate held on 23 June 2026 with decision-makers from organisations including Banque de France, Assurance Maladie, Caisse des Dépôts, URSSAF, BPI France and the Agence numérique en santé, who compared this case with their own practices.

Summary based on the full text of the article.

Read the article on Alliancy →

Figures cited

  • 50,000 agents

    number of agents equipped at France Travail

    France Travail

    « ce sont 50 000 agents équipés et 35 à 40 milliards d'euros d'indemnisation versés chaque année qui dépendent directement de la qualité — et de la maîtrise — des outils. »
  • 37.5 EUR bn

    amount of benefits paid each year by France Travail

    France Travail, annual

    « ce sont 50 000 agents équipés et 35 à 40 milliards d'euros d'indemnisation versés chaque année qui dépendent directement de la qualité — et de la maîtrise — des outils. »

Classification

Country
France
Company size
Large companies
Industries
Government and local authorities
Companies
URSSAF (cited), BPI France (cited), Valeuriad (supplier), Caisse des Dépôts (cited), Agence numérique en santé (cited), Banque de France (cited), Assurance Maladie (cited), France Travail (deploys AI)
Keywords
france travail, public sector, AI industrialisation, scaling up, valeuriad, public employment service

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 Alliancy. Entry translated from French by Claude Sonnet 5.5.