AI Infrastructure & Deployment
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Sep 10, 2026
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12 min read
Local LLMs vs Cloud APIs: The Enterprise Guide to Privacy, Hardware & Latency
A comprehensive architectural guide evaluating on-premises hardware, Ollama, vLLM, GGUF quantization, and data sovereignty against hyperscale cloud APIs for enterprise deployments.
Stephan T. & Infrastructure Architecture Group