DMAIC cards for AI output quality
Use DMAIC to improve recurring AI output defects in consulting work.
DMAIC What does DMAIC ask you to do with recurring AI output defects? Improve the process, not just the prompt. Quality loop Prompt tweak vs process fix Choose by repeat frequency DMAIC is most valuable when the same AI defect keeps returning. The manager says just use a better model. This model keeps producing generic insights. Let's switch tools. Recurring weak output in a weekly AI-assisted market scan. Your line A better model might help, but the repeated defect tells us to inspect the input process: source quality, example standard, and review criteria. Do not make model choice the only…
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