Amkor Technology is the world's largest US-based provider of outsourced semiconductor packaging and test services (OSAT), serving integrated device manufacturers, fabless semiconductor companies, and contract foundries.

AI training environment for automating Bill of Materials (BOM) normalization in electronics manufacturing. Addresses $2.3B supply chain problem with sophisticated 8-tier reward system. OpenEnv Competition 2025 submission.

Benchmark Electronics, Inc. is an advanced electronics engineering and manufacturing services (EMS) company headquartered in Tempe, Arizona. The company provides integrated design, engineering, and manufacturing services from prototypes to high-volume production, including procurement, logistics, and repair.