Architecting the Enterprise Private LLM: A Blueprint for Infrastructure, Sizing, and High-Performance Networking

As data sovereignty, regulatory compliance (such as GDPR, HIPAA, and financial frameworks), and intellectual property protection take center stage, enterprises are shifting rapidly from public cloud APIs to private Large Language Model (LLM) deployments. Operating a private LLM means your sensitive corporate data never leaves your infrastructure perimeter. However, building an internal LLM stack is