An estimator uses an AI add-on in Excel to speed up a bid. A paralegal pastes a client summary into a chatbot to clean up the language. An office manager asks an AI tool to pull key metrics out of a vendor contract. None of them meant any harm, just trying to save time, and that’s exactly how shadow AI starts.

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