Recall the most common AI estimate QA red flags and the control response for each.
Red flag The AI says the quantity is complete, but it lists no source sheets. Quantity confidence without source evidence. Trust the confidence language. Control Require sheet references and excluded-sheet list before accepting the quantity. A quantity cannot be complete if the source boundary is invisible. Rate risk Generic rate vs project-conditioned rate Ask AI to expose the assumptions behind any rate. FMEA What are the three fastest FMEA questions for an AI estimate flag? How severe if wrong? How likely is it? How easy is it to detect before bid close? These questions decide review order. The AI recommends…
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