Building a Token Factory Using Bridge by Armada
· 11 min read
How Armada's GPU-as-a-Service Management Platform Orchestrates AI Token Factories at Scale
The Token Factory Challenge
The phrase "token factory" has moved from marketing metaphor to operational reality. Neoclouds and sovereign cloud providers are assembling clusters of hundreds — or thousands — of GPU nodes, connecting them over high-speed interconnect fabrics, shared across dozens of tenants simultaneously: each with their own isolated network, dedicated storage quota, optional private NVLink or IB partition, and bespoke mix of training, fine-tuning, and inference workloads.