Mavericks

ComputeExchange is the Expedia or Uber or AirBNB of compute resources. Enterprises struggle to decide where workloads should run across CPUs, GPUs, NPUs, and multiple clouds. Compute capacity is fragmented across hyperscalers, neoclouds, and datacenters, making it difficult to optimize cost, performance, and availability. We built ComputeExchange, an OpenEnv-based multi-agent environment where AI agents analyze workloads, negotiate with compute providers, and generate optimized execution plans. A workload characterization agent decomposes tasks across CPUs, GPUs, or accelerators, while negotiation agents interact with provider agents using different strategies.The system proposes the best plan for human approval, then learns from execution results to continuously improve compute orchestration over time.