How DigitalOcean’s Agentic Inference Cloud powered by NVIDIA GPUs Achieved 67% Lower Inference Costs for Workato

Workato’s AI Research Lab is focused on helping customers extend their production automation with agentic AI capabilities, systems that can reason, act, and orchestrate work across the business. At Workato’s scale, processing 1 trillion automated workloads, LLM inference efficiency is a hard requirement: every millisecond of latency and every wasted GPU cycle directly impacts cost, throughput, and reliability. To make agentic workloads production-ready, the team needed an inference stack built for production scale – delivering predictable performance and unit economics at scale, not just raw…