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Are we behind?

Less than the announcements suggest. Many companies have multiplied trials without achieving any real transformation. Arriving later with a clear vision is often better than having been first with twenty orphaned pilots.

Updated on 24 October 2026

What is going on.

Supplier announcements, articles, competitors’ testimonials: everything gives the impression that others have taken the lead. That impression pushes companies to act fast, often by launching trials to show they are moving.

Behind the announcements, the reality is more modest. Many companies have multiplied pilots without rolling out any of them, or handed out licences without changing the way they work. What makes the difference is not the starting date, it is the clarity of the direction taken and the ability to see it through.

What we observe.

  • Announcements describe intentions more than results.A pilot presented at a conference is not yet a use in production.
  • Rushing is expensive.Trials launched to catch up often leave abandoned tools and weary teams behind.
  • Starting later lets you avoid others’ mistakes.The pitfalls are now known, and the technologies more mature.

What you can do right now.

  1. Take stock of what already exists in your company, including unofficial uses.
  2. Ask your peers what they have really put into production, not what they have tried.
  3. Set a direction before a timetable: what AI should change for you, and why.

Is this your situation?

We help leadership teams turn this sense of urgency into a clear direction.

The leadership wants AI, but nobody knows where to start. →

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