New IPC White Paper Focuses on Use of Artificial Intelligence in Automated Optical Inspection in Electronics Manufacturing
February 6, 2025 | IPCEstimated reading time: 1 minute
A new white paper, “Unlocking AI for Automated Optical Inspection” released today by IPC’s Chief Technologist Council, focuses on AI’s role in AOI processes for printed circuit board assemblies (PCBAs). According to data within the white paper, recent advancements in technology, particularly in Cloud AI, IoT and Smart Manufacturing, have provided opportunities to further enhance AOI performance. AI solutions leveraging deep learning and edge computing technologies have shown significant improvements in AOI accuracy and efficiency.
While the white paper focuses on the application of computer vision AI for automating inspection (i.e., applying AI for pattern recognition on inspection images), the rapidly growing availability and maturity of generative AI presents future possibility in generating inspection criteria.
Key focus areas within the white paper include:
- AI systems explanation
- The use of AI in AOI
- Challenges with deploying AI on the manufacturing floor
- “AI Enhancement to AOI for PCBA” project
- Technical Strategy Recommendations
“AI has shown significant potential in the realm of AOI, particularly in improving detection accuracy, reducing manual intervention and improving production efficiency. It presents many opportunities for the electronics manufacturing industry to increase reliability, speed up time to market and reduce costs and time associated with manual adjustments to systems,” said Matt Kelly, IPC chief technology officer and vice president of technology solutions. “However, several challenges must be addressed before AI can be widely adopted on electronics manufacturing production floors. AI research, industry collaboration and an ecosystem of standards, will help close the gap in AI adoption within the electronics manufacturing industry.”
Download “Unlocking AI for Automated Optical Inspection" here.
Suggested Items
Electronics Industry Wrestles with Cost Pressures and Weaker Profitability
07/07/2025 | Global Electronics AssociationElectronics manufacturers are facing rising material and labor costs according to the Global Electronics Association’s June Sentiment of the Global Electronics Manufacturing Supply Chain Report.
Naprotek Appoints James Eisenhaure as Chief Financial Officer
07/07/2025 | Naprotek LLCNaprotek, LLC, a leading provider of mission-critical electronics technology solutions, today announced that James Eisenhaure has been appointed Chief Financial Officer, effective June 30. Eisenhaure has been serving as interim CFO since earlier this year and now formally steps into the role.
Yannick Green Joins Technica USA as Business Development/Account Manager for Northern California and Northern Nevada
07/07/2025 | Technica USATechnica USA is proud to announce that industry veteran Yannick Green has rejoined Team Technica as Business Development/Account Manager, supporting both supply partners and PCBA customers across Northern California and Northern Nevada.
Hon Hai Education Foundation Continues to Promote Quantum Education
07/04/2025 | FoxconnHon Hai Education Foundation has long been committed to promoting forward-looking technology education in Taiwan's high schools, and held the "High School Quantum Teacher Training Camp" in Tainan City on July 1.
Incap UK Achieves JOSCAR Zero Accreditation
07/04/2025 | IncapIncap Electronics UK has been accredited under JOSCAR Zero, a new sustainability-focused extension of the defence and aerospace sector’s supplier assurance system.