Future-Proof Your Data Center For AI A Checklist For Designing And Building AI Data Centers
Cisco, Wednesday, January 7th, 2026
AI workloads are fundamentally different from traditional enterprise applications. Training and inference at scale introduce sustained high-density compute, extreme east-west traffic, and unprecedented power and cooling demands. For many organizations, this is not an upgrade cycle - it is a structural redesign.
This article serves as a starting point for designing and building AI-ready data centers. Think of it as a checklist, one that draws directly from IT pros working in real-world environments. In a recent roundtable conversation part of our Tech Unscripted series, four IT leaders and infrastructure experts discuss the challenges of designing AI-ready data centers. Use this practical guide to align strategic thinking with actionable steps, bridging leadership insights and operational readiness.