UiPath and Google Cloud: Building a Shared GPU Platform
🚀 UiPath re-architected its infrastructure to support agentic AI and high-scale intelligent document processing by moving from isolated clusters to a shared Google Cloud GPU fleet. The company balances A3 (NVIDIA H100) instances for training with G4 (NVIDIA RTX Pro 6000) instances for inference, using Google Cloud AI Hypercomputer and Dynamic Workload Scheduler to secure predictable capacity. This shared-fleet approach maximizes utilization, reduces costs, and lets engineering teams focus on model performance rather than infrastructure.
