Analyst Report|28 Jan 2026

5 reasons physical networks matter more than you think in AI

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As enterprises scale AI applications, network infrastructure faces immense pressure. Eight in ten organizations run at least one AI model, often relying on public AI services requiring exceptional connectivity. However, many lack visibility into data routing, posing performance and sovereignty risks.

This report explores how AI reshapes network needs, offering strategies to tackle connectivity challenges. Key insights include:

· Why AI traffic causes unpredictable spikes traditional networks can’t handle
· How data sovereignty includes routing provenance
· Five reasons to rethink physical network infrastructure

Discover how network underlay impacts AI performance, security, and compliance.

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