Impact on Business·September 6, 2026·4 min read

AI, tools and transformation: what's really changing in business

The common mistake: Many business leaders think that adopting AI is like buying new software. The reality is much deeper. It's like going from telegraphy to telephony: it doesn't just change the tool, it changes how you communicate, who you talk to, and what's possible to do.

What's really happening? Companies aren't just using AI to "do things faster". They're redesigning entire departments. Customer service teams are disappearing in their traditional form, being replaced by hybrid systems where AI handles 80% of interactions and humans resolve complex cases. Data analysis teams are evolving: before they prepared data, now they formulate strategies based on insights that AI generates automatically.

Why does it matter to understand this now? If your competition is transforming its operations and you're still using AI as a point tool, your model will become obsolete. It's not about being "cutting edge technology", it's about redesigning how your critical processes function.

The real challenge: It's not technical, it's cultural and organizational. Managers who succeed will be those who rethink their operations from scratch, not those who try to "add AI" to what they already do.

Companies doing it well: They're investing in training their employees, adjusting roles, and creating new responsibilities. They're being agile: testing, measuring, iterating quickly.

Source: Ben Evans

What does this mean for you?

Don't just look for AI tools; question how your company operates today and what departments or processes could be completely redesigned. AI is the catalyst, but the real transformation is strategic.