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January 22, 2026
From pilot to impact: Why scaling is not an IT problem
AI pilots succeed remarkably often. They deliver working models, accurate predictions, and convincing demos. Yet in most cases, that is where it ends. The step from pilot to structural impact is rarely taken. This is not a technology issue. In most cases, the technology works just fine. The problem lies elsewhere: scaling affects the organization, not IT.
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