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AI model migration

By Greg Nowak , 30 July, 2026

Your AI Model Has an Expiry Date: Build the Migration Lane Early

AI models and endpoints retire. Learn how to inventory dependencies, test replacements, run a controlled release and preserve a usable rollback route.

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Written recommendations from Trafik og Veje, Aarhus Municipality (2011) and AgroTech (2010) — read them on LinkedIn.

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