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Where should pricing guardrails live? AI created a quote with a 22% discount whereas our maximum is 15%

Planning to implement AI quote generation at the end of this year but we already ran into problem during testing. The tool quickly produced a clean quote, but for a multi-year deal it ignored our discount floor without any warning or approval step.

The vendor suggested adding the rules to the prompt. But that approach is more like a suggestion than a real policy engine. So, where should we put our pricing guardrails?

submitted by /u/Opposite-Tourist-678
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