Provide fixed-scope performance and power correlation engagements for fabless semiconductor teams. The service ingests existing workload traces, simulator results, RTL^? or emulation data, physical-design estimates, and available silicon measurements; reproduces priority bottlenecks; quantifies model error; and recommends implementable architecture or modeling changes. Delivery begins as expert project work supported by a reusable analysis harness, benchmark library, and standardized correlation report.

The signals span CPU, GPU^?, embedded, ML^? accelerator, power, clocking, and silicon-correlation roles, indicating that workload-led validation now cuts across the chip-development process. Increasing design cost and performance-per-watt pressure make earlier model validation economically valuable, although the evidence does not yet demonstrate demand across multiple buyers.