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New iNEMI Project on AI Enhancement to AOI for PCBA
September 10, 2021 | iNEMIEstimated reading time: Less than a minute

Interested in smart manufacturing? iNEMI is starting a new project looking into the benefits that artificial intelligence (AI) may bring to automated optical inspection (AOI) of printed circuit board assemblies. The Investigation of AI Enhancement to AOI for PCBA project will investigate the current use of AI for AOI, develop and establish common performance metrics to evaluate the AI value-add to AOI capabilities, and provide recommendations to the industry on opportunities for future improvement and implementation.
By working together with EMS and OEM users, AOI equipment vendors can better understand what to evaluate and how to apply AI technologies for their existing AOI solutions. The ultimate goal of this iNEMI project is to drive inspection efficiency and accuracy and, at the same time, leverage AI-enhanced technologies to reduce manual inspection verification and mitigate the defect escape risk.
Suggested Items
Smarter Machines Use AOI to Transform PCB Inspections
06/30/2025 | Marcy LaRont, PCB007 MagazineAs automated optical inspection (AOI) evolves from traditional end-of-process inspections to proactive, in-line solutions, the integration of AI and machine learning is revolutionizing defect reduction and enhancing yields, marking a pivotal shift in how quality is managed in manufacturing.
SolderKing’s Successful Approach to Modern Soldering Needs
06/18/2025 | Nolan Johnson, I-Connect007Chris Ward, co-founder of the family-owned SolderKing, discusses his company's rapid growth and recent recognition with the King’s Award for Enterprise. Chris shares how SolderKing has achieved these award-winning levels of service in such a short timeframe. Their secret? Being flexible in a changing market, technical prowess, and strong customer support.
ZETWERK Enhances Manufacturing Capabilities with TRI
06/04/2025 | TRITest Research, Inc. (TRI), the leading test and inspection systems provider for the electronics manufacturing industry, is pleased to announce that ZETWERK Electronics has integrated TRI's Automated Optical Inspection (AOI) and Solder Paste Inspection (SPI) solutions into its state-of-the-art manufacturing facility in Tamil Nadu.
Axxon-Mycronic Enhances Conformal Coating Quality with New Inline AOI and Thickness Measurement Technology
06/03/2025 | Axxon-MycronicAxxon-Mycronic, a leading, global supplier of innovative and production-ready, dispensing and conformal coating systems, announced a breakthrough in automated optical inspection (AOI) technology for conformal coating with the introduction of its Modus inline conformal coating AOI system—CCAOI.
I-Connect007 Editor’s Choice: Five Must-Reads for the Week
05/30/2025 | Andy Shaughnessy, Design007I don’t have a scorecard, but I do have a weekly wrap-up of must-reads that I think deserve another “bite of the apple,” so to speak. IPC’s Rich Cappetto shares his perspective on everything from tariffs to the CHIPS Act. Columnist Josh Casper discusses the use of AI in 3D AOI systems and the immediate benefits that AI can bring about. Columnist Anaya Vardya explains how technologies like AI can improve our customer service, as well as our manufacturing processes.