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Day Two in enterprise AI: Why operations, drift, and retraining matter more than launch

ID: d77119ca-f3b7-51fa-9b57-8b397f3a1162

STIX ID: report--d77119ca-f3b7-51fa-9b57-8b397f3a1162

Feed Name: CIO Security

Date Published: 2026-03-27

Date Updated: 2026-04-20

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The article outlines the post-deployment realities of enterprise LLM adoption, emphasizing LLMOps best practices: continuous monitoring for data and concept drift, automated retraining tied to ROI and KPIs, governance and compliance controls, and the cultural/process changes needed for sustained model performance and risk management.

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