18 February 2026

AI in mid-market companies: what actually holds up

It is not the website chatbot that creates relief, but the invisible steps in between.

The dependable use cases are unspectacular: reading documents, matching data, preparing drafts, classifying cases. They save hours every day without anyone talking about them.

What matters is human approval at the right points. A system that proposes and a human who confirms is almost always the more robust setup.

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