Offer a fixed-scope porting and benchmark service for teams evaluating or adopting AI accelerator hardware. The first deliverable is an optimized inference package, benchmark report, and deployment recommendation for one model on one target accelerator. Over time, the service can productize repeatable benchmarking harnesses, reference pipelines, and accelerator-specific optimization playbooks.

AI hardware hiring is expanding across custom silicon, edge NPUs, inference supercomputers, and neuromorphic platforms. As more accelerator options reach customers, buyers need independent hands-on help proving which hardware actually works for their workload.