How IP Fabric is Deploying Digital Twins in AI Data Centres


“The pressure is to move fast, but you can’t safely consolidate a rack, migrate a workload or confirm your network can carry a new GPU cluster’s traffic if you don’t actually know what depends on what.

“That’s the gap that IP Fabric’s application infrastructure mapping closes. It gives operators the ground truth of which applications trace to which infrastructure, so capacity and migration decisions don’t break something nobody knew was connected.”

Applications become first-class objects

The mapping capability treats applications, workloads and flows as first-class objects inside IP Fabric.

Through the hosted MCP server, users and AI agents can query network, cloud and application context using natural language, building on IP Fabric’s recent partnership with Illumio for its first native integration providing application and workload context.



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