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Agentic management and Cobuild, Dataiku's priorities

Original title, in French: “Management agentique et Cobuild priorités de Dataiku”

Publication
ZDNet France (France)
Author
Christophe Auffray
Published on
30 September 2026 · read in the page structured data

Summary

At the Dataiku Summit in Paris, Florian Douetteau, CEO of Dataiku, presented the software vendor's strategy for agentic AI in business. He states that around 20% of companies capture 75% of the value generated by AI, while the remaining 80% fail, in his view, because of excessive trust in "black boxes". Dataiku advocates an approach based on governance, traceability and building up in-house skills, rather than the wholesale replacement of processes with autonomous agents. The company is launching Agent Management, a portal for monitoring and auditing agents scheduled for 15 October, and is evolving its Cobuild interface towards a conversational mode designed for non-specialists. Dataiku reports 2,000 active Cobuild users across 250 accounts, with a target of 6,000 users by the end of 2026. The platform also relies on sovereign infrastructure such as Scaleway and Orange.

Summary based on the full text of the article.

Read the article on ZDNet France →

Figures cited

  • 20 %

    Share of companies capturing most of the value generated by AI

    Companies deploying AI, figure cited by the CEO of Dataiku

    « Environ 20% captent 75% de la valeur générée par l'IA, cite le patron de Dataiku. »
  • 75 %

    Share of AI value captured by the top-performing 20% of companies

    Companies deploying AI, figure cited by the CEO of Dataiku

    « Environ 20% captent 75% de la valeur générée par l'IA, cite le patron de Dataiku. »
  • 80 %

    Share of companies with no return on investment from AI

    Companies deploying AI, figure cited by the CEO of Dataiku

    « L'échec des 80% d’entreprises sans ROI s'expliquerait par une incapacité à intégrer ces « boîtes noires » dans un cadre opérationnel et à une dépendance excessive à des technologies dont l'accès et les coûts demeurent incertains. »
  • 10 %

    Operating cost threshold exceeded, as detected by the agent (fictional demonstration scenario in industry)

    Dataiku demonstration, fictional company in the industrial sector

    « Le système a détecté un dépassement du seuil de coût opérationnel de 10%. »
  • 33 requests

    Number of out-of-scope requests identified during the demonstration (fictional scenario)

    Dataiku demonstration, fictional company in the industrial sector

    « Un examen approfondi des interactions avec l’agent révèle que 33 requêtes étaient « hors périmètre ». »
  • 20 hours

    Hours of production downtime avoided through agent monitoring (fictional scenario)

    Dataiku demonstration, fictional company in the industrial sector, over 30 days

    « Malgré ces dérives, le pilotage valide un ROI significatif : 20 heures d'arrêt de production évitées et une économie de près de 19.000 dollars sur 30 jours. »
  • 19,000 USD

    Savings achieved through agent monitoring (fictional scenario)

    Dataiku demonstration, fictional company in the industrial sector, over 30 days

    « Malgré ces dérives, le pilotage valide un ROI significatif : 20 heures d'arrêt de production évitées et une économie de près de 19.000 dollars sur 30 jours. »
  • 2,000 users

    Active Cobuild users

    Dataiku customers, across 250 accounts, at the time of the announcement (September 2026)

    « Dataiku revendique pour Cobuild 2000 utilisateurs actifs sur 250 comptes. »
  • 6,000 users

    Target for active Cobuild users by year-end

    Dataiku customers, end-2026 target

    « L’éditeur prévoit de tripler ce chiffre pour atteindre au moins 6.000 utilisateurs d'ici la fin de l'année. »

Classification

Country
France
Company size
All sizes
Industries
Software vendors, IT services companies, telecoms · All industries, or industry not specified · Industry and manufacturing
Companies
Scaleway (cited), Dataiku (supplier), Orange (cited)
Keywords
agentic AI, AI governance, Dataiku, shadow AI, digital sovereignty, AI ROI

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 ZDNet France and its author. Entry translated from French by Claude Sonnet 5.5.