The AI-native analysis loop

The AI-native analysis loopThe AI-native analysis loop: question, access, context, ask, verify, report, decide, with a loop back from verify to ask and from decide to questionfails: re-asknextquestion1 QuestionAnalysis brief2 AccessData access request3 ContextContext pack4 AskPrompt pattern5 VerifyVerification checklist6 ReportReport review7 DecideDecision log entrySteps 1 to 3 are set up once per product area and reused.Steps 4 to 7 run for every question.

The AI-native analysis loop. Verification failures send you back to the prompt, not forward to the report, and every decision raises the next question.