AI adoption stalled: a use-case problem?

A recent Gallup survey indicates that AI adoption in the workplace stalled in the fourth quarter of 2025. Despite this slowdown, workers who have already integrated AI into their daily activities are intensifying its use.

It is important to note that, despite the increasing intensity of use among those who have already adopted AI, these users still represent a small minority of the total workforce. This suggests that, beyond the potential of AI, challenges remain in identifying and implementing concrete and widespread use cases that justify its wider adoption.

For those evaluating on-premise deployments, there are trade-offs to consider. AI-RADAR offers analytical frameworks on /llm-onpremise to evaluate these aspects.