
SaaS platform for privacy-preserving AI deployments through Federated Learning, enabling secure model training and real-time inference across organizations without sharing raw data.
+160,000
Total organizations analyzedAnalysis by axis
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Methodology: Score calculated according to 6 CSR themes (Carbon, Biodiversity, Circular Economy, Sustainable Investments, Governance, Social Impact)
Sources: Public data, CSR reports, documented initiatives, official databases
Last update: March 2026
This analysis is not yet available in English. Please see the French version.
Leading organizations
Sarus
B
Development of a privacy layer for analytics and AI, enabling data scientists and analysts to work on sensitive data without direct access.
Gwenlake
B
Custom AI systems development for businesses, integrated into their environment. Design, deployment, and maintenance of AI and data solutions. Sovereign infrastructure for modern models with a secure, low-latency inference API.
Dataiku
B
Development of an AI success platform that orchestrates and governs enterprise-scale AI projects, enabling collaboration between technical and business teams, and deploying agents, models, and analytics with integrated governance.
Initiatives identified among leaders
Solutions logicielles pour accélérer la transition durable des clients
“Dataiku développe des solutions logicielles et des...” - DataikuPréparation centralisée des données pour la conformité CSRD et collaboration inter-équipes
“Dataiku propose une solution pour faciliter la pré...” - DataikuPublication annuelle du rapport d'impact et progrès en durabilité
“Dataiku publie un rapport annuel détaillant ses ef...” - Dataiku36% of similar organizations communicate on CSR issues
+145 initiatives collected from 50 similar organizations
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