Artificial Intelligence Put to the Test of Reality
Artificial intelligence put to the test of reality: data, processes and sovereignty according to Gilles Cymbalista In the ecosystem of artificial intelligence applied to business, where technological promise often precedes real transformation, certain trajectories bring us back to fundamentals. Gilles Cymbalista belongs to this generation trained at a time when data was not manipulated through...
Women in AI: Coding Memory, Securing Digital Legacy
Adelina Prokhorova, co-founder of Legapass: coding memory, securing digital legacy Interview by Pascale Caron In the hushed world of notary practice, few trajectories resemble that of Adelina Prokhorova. Born in Smolensk, between Moscow and Minsk, arriving alone in France at eighteen to study computer science, she embodies this generation of engineers for whom code is...
Learning Faster Than the Machine: The New Frontier of Work for Entrepreneurs in the AI Era
In a European scale-up specializing in B2B services, the artificial intelligence transformation plan was ready. Use cases had been identified, technology partners selected, funding approved. Six months later, the project had ground to a halt. Not for technical or budgetary reasons, but because the teams couldn't reformulate their own jobs to work with the deployed...
Will White-Collar Workers Really Disappear? Critical Analysis of a Prophecy on AI and Work
By Pascale Caron The announcement is spectacular. In one sentence, it condenses contemporary anxiety about artificial intelligence: office jobs are doomed to disappear within eighteen months. The statement, attributed to Mustafa Suleyman, head of Microsoft AI, immediately circulated through media and digital ecosystems, fueling a familiar narrative: that of rapid and massive substitution of human...
Is AI Breaking Down the Consulting Pyramid?
For decades, major consulting firms have operated according to an almost immutable mechanism. A few partners would sell high-value strategic projects. Behind them, an army of juniors produced analyses, benchmarks, PowerPoint slides, and Excel models under extremely tight deadlines. This pyramidal model constituted the economic engine of firms like McKinsey & Company, Boston Consulting Group,...
AI in Business: Behind the Performance, the Psychological Debt
The adoption of artificial intelligence in business is now presented as a strategic necessity. Automation, productivity gains, accelerated innovation: the promises are numerous, well-documented, and widely relayed in contemporary management literature. However, a closer analysis of organizational dynamics reveals a less visible but structural tension. In a recent article published by Harvard Business Review in...