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NINTH POST · INTERACTIVE PRODUCT LAB

AI Model Migration Planner

Generate a concrete migration gate list covering dependencies, regression tests, canaries, fallback and sunset dates.

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How this tool works

The planner accepts a model migration's regression sample, pass/fail threshold, latency/cost guardrails, canary status and rollback status. It produces a readiness summary and a sequenced plan. A sunset date is optional and entered by the user; the tool does not verify provider announcements or automatically schedule work. Quantified regression thresholds are project-specific choices, not universal safe values.

Limitations and responsible use

Do not use this planner to infer that a given model is available, supported, contractually permitted or due for retirement. Test prompts, tool schemas, structured output, safety, rate limits and hidden dependencies. The pass rate alone cannot replace severity-specific failure gates.

Continue the research

Read the related Ninth Post guide: AI Model Migration — companion analysis. Review the primary methodology or framework source and our editorial standards. Results reflect assumptions, not independent testing.