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News & Insights

From the EG AI Team

Perspectives on private AI infrastructure, data sovereignty, and the mid-market opportunity.

Product

Training vs. Inference: What the Shift Means for AI Infrastructure Buyers

Inference has quietly become the larger AI workload. Here is why that changes what infrastructure buyers should actually be evaluating. A lot…

· 4 min read
Compliance

HIPAA AI Infrastructure: Why Compliance-Sensitive Workloads Cannot Run on Shared Systems

HIPAA AI infrastructure describes an operational state, not a product category. It depends on how AI systems access, process, and store electronic…

· 6 min read
single-tenant AI infrastructure
Educational

Single-Tenant AI Infrastructure vs. Cloud: The 2026 Enterprise Decision Framework

For enterprise organizations evaluating AI infrastructure in 2026, the question is no longer cloud vs. on-premise. It is shared vs. dedicated, and…

· 3 min read
Educational

Why DFW Is the Most Critical AI Infrastructure Market in the US Right Now

The supply data, the demand signal, and what the gap means for enterprise organizations planning AI deployments in 2026 and beyond. Dallas–Fort…

· 3 min read
Infrastructure

Why Dedicated AI Infrastructure Is the Only Viable Path for Enterprise AI in 2026

The conversation around AI infrastructure has shifted. It is no longer a question of whether enterprises will need dedicated compute capacity. It…

· 6 min read
What Is a Data Center-A Guide for Enterprise Decision-Makers
Technology

What Is a Data Center? A Guide for Enterprise Decision-Makers

The physical layer of AI that enterprise teams often underestimate, explained for decision-makers, not engineers. Every email, AI tool, cloud application, and…

· 2 min read