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AI change management

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Swapping an AI Model Is Not a Config Change

November 13, 2026 · 16 min read

Swapping an AI Model Is Not a Config Change

69% of the enterprises that swapped an AI model in production spent weeks on it, and 44% watched performance drop or reverted. Here is the change discipline that works.

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