AI inference compiler that generates optimized GPU and ASIC kernel code ahead of time, delivering 2–3x throughput gains over runtime inference engines.
Luminal compiles AI models ahead of time into optimized native code for GPUs and ASICs by lowering models to a pure dataflow graph and applying fusion, tiling, memory planning, and scheduling passes. The Hyperscale Inference OS dynamically schedules and load-balances workloads across heterogeneous compute clusters in real time. Deployment options include Luminal Cloud (serverless, scale-to-zero, pay-per-use) and On-Prem (licensed, dedicated engineering support, custom kernel optimization, and SLAs). Luminal is a product of Luminal.