Vamsi Krishna Ch

I'm Vamsi — an AI infrastructure and solution architecture practitioner with 8 years across HPC, enterprise compute, and large-scale AI deployments. I started Hardware Hive because the signal-to-noise ratio in this space is terrible. Every issue is what I'd tell a smart colleague over coffee — no slides, no spin.

The Real Cost of Enterprise AI Infrastructure: What Vendors Don't Put in the Proposal

May 21, 2026

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2 min read

The Real Cost of Enterprise AI Infrastructure: What Vendors Don't Put in the Proposal

GPU hardware is just 35-50% of your real AI infrastructure cost. Here's the complete TCO breakdown — power, cooling, networking, headcount, and refresh — that every IT leader needs before signing.