EDF and Generative AI: Scaling Up a Critical Industrial Group
On January 27, 2026, ZDNet revealed a milestone rarely achieved in France. EDF opened an internal generative AI portal to approximately 160,000 employees, multi-LLM, presented as "sovereign," operated in a private environment and designed to industrialize more than 400 business use cases. Behind the announcement, a more structural question emerges: what does "adopting AI" mean...
BPCE and AI: From Cautious Experimentation to Industrial Strategy
In less than two years, BPCE has shifted from a defensive control posture to a logic of gradual industrialization of generative AI, anchored to its Vision 2030 strategic plan. The challenge is not merely technological. It is organizational, social, regulatory and, above all, economic. The group claims massive adoption of assistants, while maintaining marked caution...
The Turning Point for Responsible AI: When Governance Becomes a Lever for Innovation
Behind the explosion of use cases related to artificial intelligence, a paradox is emerging. While AI's promises multiply—increased productivity, large-scale personalization, new frontiers of automation—responsible practices struggle to keep pace. The World Economic Forum (WEF), in partnership with Accenture, sounds the alarm in its latest playbook: less than 1% of organizations have fully operationalized responsible...
Not All Data Is Created Equal: Artificial Intelligence Is No Excuse for Mediocrity
The observation is now shared by data departments, business units, and software vendors: the era of massive accumulation is over. In AI systems, raw data no longer has value in itself. It must be structured, qualified, governed, and situated within a precise context of use. Two converging perspectives demonstrate this: the DQE white paper on...
Tech4Elles and Digital Technology for Young Girls
Tech4Elles (WHAT06): Structuring Mentorship to Open Digital Careers to Young Girls Interview by Pascale Caron On the occasion of Digital Women's Day, organized on April 17 at MonacoTech, the WHAT06 association (Women Hackers Action Tank 06) will highlight one of its flagship projects: Tech4Elles. An initiative designed not as a communication campaign, but as an...
AI and Employment: Between Productivity Promise and Deep Organizational Model Transformation
During the sixth edition of the webinar "North America — Artificial Intelligence" organized by the Foreign Trade Advisors, the tone was set from the opening. "AI will transform work much faster than expected, without us yet knowing whether the net employment balance will be positive or negative." The subject is no longer theoretical. It is...