Company Performance Metrics
RunIQ Labs provides vendor-neutral deployment intelligence for production AI infrastructure. The company measures real AI workloads on production hardware across GPUs, accelerators, edge systems, and multiple cloud providers. Its platform evaluates performance, power, and cost simultaneously to quantify sustained throughput, latency, energy use,
and total cost of ownership for AI models. RunIQ Labs offers profiling, benchmarking, optimization, and deployment certification services that run on heterogeneous accelerator platforms. Using its RunIQScore framework, Deployment Diagnostic Records, and continuous monitoring, it generates audit-ready evidence of how infrastructure behaves under real serving conditions. These capabilities are intended for enterprises, model developers, and infrastructure providers that need independent visibility into AI deployment efficiency and configuration-driven variance.
