Valar is building the inference platform for long-running agents and high-volume AI workloads, where throughput and cost matter more than first-token latency. We serve leading open-weight and custom models at 50% to 80% lower cost through a throughput-optimized stack that combines intelligent scheduling, specialized runtimes, and heterogeneous compute.