EXUP is a black-box execution optimizer for AI systems.

EXUP is a black-box execution optimizer for AI systems. It finds the smallest, fastest, and cheapest execution setup that still delivers the required result. EXUP optimizes compute, cost, latency, model size, number of calls, and execution order within a defined quality threshold. The core idea is simple: Benchmark it. Optimize it. Prove the delta. EXUP Benchmark measures the current system against the same workload and shows whether EXUP delivers a real technical or economic improvement. EXUP Optimizer then finds the lowest-cost, lowest-latency execution path that still preserves the required output quality. EXUP can run inside the customer’s own infrastructure. Data, models, and workloads do not need to leave their environment. It is not a new model and does not replace compression, quantization, distillation, or RL. EXUP sits around or after those systems and optimizes executi