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...
When companies adopt AI faster than they can transform
What if the next AI risk for businesses was no longer just moving too slowly, but moving faster than the organization itself? In the sample studied by the Boston Consulting Group, 61% of CEOs surveyed believe their board of directors is pushing artificial intelligence transformation too quickly. This finding comes from the global study CEOs...
AI in business: after the tool race, the time for strategic choices
When ChatGPT was launched in late 2022, much of the business world entered a phase of intense experimentation. Companies tested dozens of tools, created innovation labs, and multiplied proof of concepts. Three years later, one question now dominates discussions: how can these experiments be transformed into a real competitive advantage? The Boston Consulting Group report,...
How to Measure AI ROI?
One of the most frequently asked questions by executives concerns the return on investment of artificial intelligence. Following the excitement generated by ChatGPT and the explosion of generative AI projects in companies, a new requirement has emerged: demonstrating the value created. For several years, organizations have been experimenting. They have tested conversational assistants, automated certain...
Is Andrej Karpathy Right? What 100 Entrepreneurs Reveal About AI’s Real Impact on Business
A mapping that questions the future of work A visualization recently published by Andrej Karpathy has sparked heated debate in technology, business, and academic circles. The former founding researcher at OpenAI and ex-Director of Artificial Intelligence at Tesla has developed an interactive tool to explore 342 American occupations using data from the Bureau of Labor...
Interview with Pascale Caron (Magana): A Journey Through Tech, Innovation and Health
This interview, published in February 2025, looks back at Pascale Caron’s career and professional activities at that time. Today, Pascale Caron is an AI Strategy Advisor, International Keynote Speaker, and co-author of EntrepreneurIA. She advises executives on AI strategy, governance, and AI-driven organizational transformation. Pascale Caron – Yunova Consulting Interview conducted by Ines Bensalah Pascale,...