Modern AI factories utilize massive, interconnected GPU clusters that generate high volumes of east-west traffic, rendering traditional perimeter and host-based security ineffective. To secure these environments without degrading performance, organizations must adopt infrastructure-level, identity-based microsegmentation using technologies like DPUs to enforce Zero Trust and contain lateral movement.