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.
Cencorp (Zhuhai) Industrial Technology Co., Ltd. is a process-automation equipment manufacturer that designs and builds high-end laser processing, dispensing, automated optical inspection (AOI), and system-integration & automation systems for the consumer electronics, automotive electronics, semiconductor, and new-energy industries.
MacroFab is a US-based electronics manufacturing services (EMS) company operating a digital manufacturing platform for PCB assembly, from prototype to production. Its platform is powered by FabIQ, a manufacturing AI that automates instant quoting, component sourcing, and supply-chain intelligence: engineers upload design files (Gerbers, ODB++…
CircuitHub is an on-demand electronics manufacturing platform that provides rapid, low-cost turnkey PCB (printed circuit board) assembly for hardware and robotics teams. Engineers upload their CAD and BOM files (Altium, EAGLE, KiCAD) to an automated web application that reconciles the bill of materials against 35,000+ stocked common parts…
Email-driven RFQ triage demo for the Boardera Decode API - emailed PCB design packages come back as an executive summary, costed BOM, and DFM report
385+ article knowledge base on China electronics sourcing, IoT hardware, smart home, PCB assembly & factory auditing — by China Sourcing Agent (china-sourcing-agents.com)
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ProvenMetal is a Y Combinator (Summer 2026) startup building fast-turn, American-made printed circuit board (PCB) assembly. The company lets customers upload a Gerber file, automatically infers the board specification, and returns instant quoting for a 7-day standard turnaround with no expedite fees.
TTM Technologies, Inc. (NASDAQ: TTMI) is a leading global manufacturer of technology products, including mission systems, radio frequency components, RF microwave and microelectronic assemblies, and technologically advanced printed circuit boards (PCBs).
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.
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.
Foxconn Industrial Internet Co., Ltd. (FII, 工业富联) is a Shanghai Stock Exchange-listed subsidiary of Hon Hai Precision Industry (Foxconn), headquartered in Shenzhen, China. It is a smart-manufacturing and industrial-internet company producing cloud computing infrastructure and AI servers, communication and networking equipment, and precision…
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