Written by Julien Ricciarelli-Bonnal

19 May 2026

Artificial intelligence does not replace field experience

Artificial intelligence is already deeply transforming the way companies operate. Content production, automation, research, organization and analysis are evolving at an impressive speed, to the point where tasks that once required several hours can now be completed in minutes.

This shift is real, and above all, irreversible. Companies refusing to acknowledge this evolution are taking a clear risk. AI is no longer a gadget or a technological curiosity. It is progressively becoming a daily working tool, with a concrete impact on productivity, organization and execution speed. But behind this enthusiasm, a growing confusion is appearing: many people are starting to believe that speed can replace experience.

Accelerating does not mean understanding

Artificial intelligence is capable of producing an enormous amount of output. It can generate text, summarize data, suggest ideas, structure information and assist decision-making. In some situations, its capabilities are genuinely impressive.

But AI does not live through anything. It does not face crises. It does not negotiate with difficult clients. It does not experience the pressure of a fragile cash flow, the instability of a market or the human consequences of a bad decision. It processes data, but it has neither instinct, nor lived experience, nor emotional understanding of complex situations. This is precisely where many current discussions around AI become misleading: accelerating execution does not mean understanding reality in all its complexity.

Fifteen years of field experience cannot be reduced to a prompt

Over the past months, a new generation of “AI specialists” has emerged everywhere on LinkedIn and beyond. Many discover powerful tools, obtain fast results and immediately begin speaking about total strategic revolutions.

The problem is not enthusiasm. The problem is the confusion between using a tool and mastering a profession. Being able to generate text or automate tasks does not automatically turn someone into a strategist, communicator or experienced business leader. Field experience is built differently: through mistakes, failures, intuition developed over time and situations lived in difficult contexts. These are the elements that allow people to make coherent decisions when situations become unclear or unstable.

AI becomes truly powerful in structured companies

What we are already observing, however, is that the most organized companies are often the ones benefiting the most from artificial intelligence. They know what they are looking for, why they are using these tools and how to integrate the results into a broader vision.

On the other hand, already disorganized structures sometimes use AI as an additional layer of confusion. They produce faster, but without a clear direction, without prioritization and without overall coherence. This is exactly why integrating AI into a business cannot be reduced to a purely technical matter. It requires strategic, organizational and human thinking, which explains the emergence of approaches such as IA for Business, designed not as technological demonstrations, but as real structuring tools.

The real danger: replacing thinking with speed

One of the most underestimated risks of this new era is probably here. AI produces so quickly that it can create the illusion that thinking itself is becoming secondary.

Why analyze deeply when a tool can instantly generate an answer? Why step back when everything pushes toward acceleration? This dynamic progressively creates a dependency on speed, sometimes at the expense of depth. Yet in many professions, value does not come only from execution. It comes from the ability to understand nuances, interpret complex situations, identify weak signals and make coherent decisions in uncertain environments.

A revolution… but not the one some imagine

Artificial intelligence will transform a huge number of professions, and marketing will obviously not escape this evolution. Productivity gains are already considerable, and companies capable of integrating these tools intelligently will probably gain a significant advantage in the years ahead.

But this transformation does not eliminate the need for structured thinking. On the contrary, it makes it even more important. The more powerful the tools become, the more decisive the quality of human decisions becomes. AI can accelerate work. It can enrich reflection. It can become an exceptional daily partner. But it does not replace what only field experience can build over time: judgment.

Finally, this evolution brings one reality back to the center of the discussion: tools, no matter how powerful they are, never replace the need for a clear vision. A company may automate part of its processes, accelerate production or optimize certain tasks thanks to AI, but without overall coherence, these gains remain limited over time. This is precisely where Marketing Expertise becomes essential again: not to create more noise, but to structure, prioritize and give clear direction to increasingly powerful tools.