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Applied AI·October 22, 2026·1 min read

Companies are bringing in more AI than ever — but employees are increasingly just working around it

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Four in five companies admit they’re shipping AI tools too fast, and workers are routing around them — that’s shadow IT with an LLM veneer. Before you add another assistant, instrument usage and talk to frontline teams; otherwise you’re burning budget on shelfware while unmanaged tools creep into core workflows.