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Mete Köse

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Open access Sep 2026

From DevOps to XOps: an agent-driven reference architecture for autonomous enterprise operations

Enterprise adoption of machine learning has fragmented operations into specialised disciplines—DataOps, MLOps, AIOps—creating silos that impede unified governance. We propose XOps, a five-layer reference architecture integrating PlatformOps, DataOps, MLOps and AIOps beneath an Agentic Orchestration layer with Polic...

Mete Köse, E. Küçüksille · 0 citations

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