When to Keep AI On-Prem: Data Gravity, Latency, Sovereignty, and Cost as Architecture Inputs

AI placement is becoming a real architecture decision. For the first wave of generative AI adoption, many organizations could experiment with hosted models, isolated copilots, and proof-of-concept retrieval systems without making hard infrastructure choices. That window is closing. AI is moving from isolated experiments into business workflows, operational systems, and agentic patterns that can retrieve […]

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