NVIDIA® cuOpt™ is a groundbreaking optimization AI microservice excelling in fast decision optimization, including linear programming and mixed integer linear programming heuristics and VRP (Vehicle Routing Problems). It handles large-scale problems with millions of variables and constraints, enabling near real-time optimization, potentially saving millions of dollars. With 23 world-record benchmarks, cuOpt owns all of the recent world records on the largest routing benchmarks. It also accelerates state-of-the-art CPU linear programming techniques on Mittelmann’s benchmark, solving large-scale optimization problems with millions of variables and constraints.