On April 23, 2026, at the Hôtel Hermitage Monaco, a dinner conference organized by the Lions Club of Monaco will take place. An event now fully booked, several days before it occurs. A strong signal that deserves analysis beyond mere logistical success.

Because this “sold out” status is not trivial. It reveals a growing tension within organizations: the one opposing the profusion of discourse on artificial intelligence with the concrete difficulty of its adoption.

From Information Overload to the Search for Meaning

Artificial intelligence is everywhere. In the media, in business strategies, in daily conversations. Yet one question persists: do we truly understand what its operational use entails?

Leaders, decision-makers, and independent professionals alike face a dual challenge: an excess of theoretical concepts often disconnected from business realities, and a lack of concrete frameworks for integrating AI into their practices. This conference addresses precisely this gap.

A Reality-Based Approach: 100 Entrepreneurs, 100 Use Cases

The starting point of this presentation rests on in-depth research: 100 interviews with entrepreneurs from various sectors, facing concrete challenges of AI integration. This empirical material allows us to move beyond generic discourse to address fundamental questions:

  • How is AI truly transforming business models?
  • What are the observable gains, but also the limitations encountered?
  • What strategic trade-offs are leaders making when facing these technologies?

The objective is not to promote a technophile vision, but to offer a clear-sighted, nuanced, and directly actionable perspective.

Demystifying Without Oversimplifying: A Central Educational Challenge

One current risk lies in excessive popularization of AI, which tends to mask its true complexity. Conversely, overly technical discourse creates a barrier to entry.

The challenge therefore consists in finding a balance between making concepts accessible without diluting their strategic implications. This conference is structured around four major axes:

  • understanding the real uses of AI, without unnecessary jargon;
  • identifying opportunities, but also areas requiring vigilance;
  • analyzing human and organizational impacts;
  • learning to interact effectively with AI systems, even without technical expertise.

AI as a Technical Object… and as a Relational Object

A central point emerges from the analyzed feedback: AI is not merely a technology. It profoundly modifies decision-making processes, team dynamics, and perceptions of work. Two dimensions must be articulated: a technical dimension: tool selection, integration, data governance, and a human dimension: acceptance, training, role redefinition.

Ignoring one in favor of the other systematically leads to implementation failures.

An Immersive Format to Move Beyond Passive Posture

The choice of format – conference followed by an exchange dinner – responds to a precise intention: to move away from a top-down logic.

AI adoption cannot be purely cognitive. It requires: a space for discussion, a confrontation of experiences, and a perspective on practices.

The dinner thus becomes an extension of the conference. It allows concepts to be anchored in concrete exchanges, often more revealing than formal presentations. The success of this event raises questions. It highlights an evolution in needs: fewer prospective speeches, more tangible experience feedback, a search for strategic understanding beyond simple technological curiosity.

This transformation calls for a reconfiguration of presentation formats. AI pedagogy must now rely on reality, on the lived experience of companies, and on an ability to connect technology and decision-making.

Beyond the event itself, one question remains: How do we move from a theoretical understanding of artificial intelligence to concrete, measurable, and strategic adoption within organizations? This question has no single answer. It requires a progressive, contextualized, and often experimental approach.

Extending the Reflection

I am Pascale Caron, consultant, speaker, and author. If you would like to organize a conference, presentation, or support program around artificial intelligence applied to your sector, you can contact me directly. Each organization presents specific challenges. The goal is not to apply a standard model, but to build an interpretation adapted to your operational realities.