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One of the most useful things we do in a pilot is tell a company where AI is the wrong tool.
AI pilots rarely stall because the model is weak. They stall in the gap between a demo and a system a team can rely on every day.
Your business doesn't pay for tokens. It pays for finished work. One invoice posted correctly. One supplier email answered. One claim checked.