Customer service employee. Before: 80 emails a day, most the same questions. Now: an AI assistant in the company handles 60% automatically, escalates only difficult cases. The employee has time for 20 high-quality calls – customer contact restored.
Sales employee. Before: 4 hours daily writing offers. Now: an AI configurator creates the skeleton in 4 minutes, the salesperson adds narrative, signs off, sends. From 4 hours to 30 minutes. The rest of the day – conversations, follow-ups, networking.
Back-office employee. Before: 5 hours daily retyping invoice data. Now: a tool reads invoices automatically, the employee verifies exceptions. From 5 hours to 1.5. Time goes to analysis, control, optimisation – work with actual added value.
In each of these cases: same employee, same skills, same FTE. Different structure of work. Different daily reality. Different satisfaction. Different business outcome.