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Small businesses often fail their first AI projects due to excessive scope, lack of baselines, and undefined termination points. To resolve this, a time-boxed 90-day pilot with a written kill-or-scale gate is recommended, avoiding unrealistic vendor promises or complex enterprise frameworks. Separately, an individual exploring AI system construction sought to create an application that functions as a listening tool. Unlike ChatGPT, this AI would not provide answers or advice, allowing users to simply record thoughts.
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