OECD and AI agents: what 25 organizations reveal about the shift from promise to execution
Limited autonomy, ROI still difficult to measure, open architectures, cost control and new governance models: the OECD's 2026 study shows how the agentic enterprise is actually beginning to take shape. For the past two years, AI agents have been presented as one of the next major breakthroughs in enterprise artificial intelligence. They are expected to...
DIRIGEO: Jean-Bernard Thonus wants to make AI the strategic right hand of SME leaders
SME leaders often face the same legal, financial, social, or strategic issues as large organizations, without having the same internal resources to address them. With DIRIGEO, Jean-Bernard Thonus wants to use artificial intelligence to reduce this asymmetry. His ambition: to create a "strategic right hand" capable of helping leaders understand a situation, identify risks, and...
Matthieu Ruatti: adapting AI to business to enter the era of agentic commerce
"Changing my entire business to make it good for AI doesn't make sense." This sentence summarizes the vision that Matthieu Ruatti defends with MULTI and MyMULTI.ai. According to him, artificial intelligence should not impose its constraints on businesses. It must understand their trade, their priorities, their processes and their limits. AI was first adopted as...
AI in business: the missing link between productivity and value creation
A report by the United Nations Independent International Scientific Panel on Artificial Intelligence raises a question that should directly interest business leaders: who actually captures the value created by AI? Behind this question lies a much broader problem. Companies have invested heavily in accessing technologies, adopting them, and multiplying use cases. But they still have...
What does AI know about your company after 1,000 conversations?
An AI becomes more useful when it knows your business. But what happens when the combination of mundane information reveals context that no one has explicitly provided? A business leader uses artificial intelligence daily. One Monday, he asks it to prepare a negotiation with a supplier. A few days later, he analyzes with it the...
AI 2027: is the real risk superintelligence or the power we give to AI agents?
What if the real risk were not just superintelligence, but the power of action we grant to AI agents? AI 2027 imagines a loss of control of systems that have become superior to humans. Yoshua Bengio shifts the debate toward agency. For companies, the question is already concrete: an AI can be capable of acting...