Nolan’s Notes: Is Mexico the Pulse of Electronics in the Americas?
Standard of Excellence: Speed vs. Quality in Customer Service
Knocking Down the Bone Pile: Revamp Your Components with BGA Reballing
Unlocking the Promise of AI in Electronics Manufacturing
October 29, 2025 | Shobhit Agrawal, Keysight TechnologiesEstimated reading time: 1 minute
(Editor’s note: This paper was originally published in the IPC APEX EXPO 2025 Technical Conference proceedings.)
The electronics manufacturing industry is rapidly evolving as more complicated products are introduced in the production lines, which require technological advancements even in the production processes. The requirements for production that is efficient, product quality that is greater, and product life cycles that are shorter are more crucial than ever before. In the electronic device life cycle, from design to maintenance, test phases have a significant impact on the economy of the company. Test processes are closely linked to the production volume and impacted by the complexity of the product. For businesses to maintain their competitive edge, they need to adopt innovative solutions and redefine processes. AI is one such solution that is being widely adopted. The historical data collected during the lifecycle and test phases is analyzed to fine-tune equipment, identify the most efficient production processes, and reduce wastage.
Most of manufacturing faces challenges which are common across organizations and can be easily solved using AI. As companies are getting more data-driven, they are setting up processes and systems to capture structured as well as unstructured data. This data can be fed to AI engines to help engineers in troubleshooting new issues in highly complex production lines, to find the machine performance data, most relevant procedures, and history of relevant issues. Companies that are adopting AI can quickly identify the root cause of different issues, solve them, and integrate those learnings to optimize processes.
AI transformation has just begun and still is in early stages of development. It is expected to rapidly grow and disrupt traditional problem-solving methods currently followed in manufacturing. AI use cases have demonstrated tangible value and ability to be implemented at scale.
To continue reading this article, which originally appeared in the October 2025 edition of SMT007 Magazine, click here.
Share on:
Testimonial
"Our marketing partnership with I-Connect007 is already delivering. Just a day after our press release went live, we received a direct inquiry about our updated products!"
Rachael Temple - AlltematedSuggested Items
Real Time with... SMTAI 2025: Navigating Manufacturing Challenges with Akrometrix
11/03/2025 | Real Time with...SMTAIMarcy LaRont and Paul Handler of Aktrometrix share insights from the SMTAI show in Chicago. They address manufacturing challenges, particularly warpage issues, and discuss Akrometrix's solutions. Paul details three optical technologies for measuring warpage and thermal expansion, emphasizing the need for reliability and defect detection in production. The conversation also touches on new industry standards for board warpage, influenced by OEMs.
Driving Innovation: Mechanical and Optical Processes During Rigid-flex Production
10/28/2025 | Kurt Palmer -- Column: Driving InnovationRigid-flex printed circuit boards are a highly effective solution for placing complex circuitry in tight, three-dimensional spaces. They are now indispensable across a range of industries, from medical devices and aerospace to advanced consumer electronics, helping designers make the most efficient use of available space. However, their unique construction—combining rigid and flexible materials—presents a fundamental challenge for PCB manufacturers.
TSMC Fast-Tracks Advanced Chip Technology at Arizona Plant Amid Rising AI Demand
10/27/2025 | I-Connect007 Editorial TeamTSMC said earlier this month that it’s speeding up the rollout of its most advanced chip technology in the US because of rising AI product demand and Intel’s growing competition, The Register reported.
SMTAI 2025 Review: Reflecting on a Pragmatic and Forward-looking Industry
10/27/2025 | Marcy LaRont, I-Connect007Leaving the show floor on the final afternoon of SMTA International last week in Rosemont, Illinois, it was clear that the show remains a grounded, technically driven event that delivers a solid program, good networking, and an easy space to commune with industry colleagues and meet with customers.
Simplifying Software Integration for Every Factory
10/22/2025 | Nolan Johnson, SMT007 MagazineAs a leading provider of factory digitalization solutions for electronics manufacturers, Cogiscan is at the heart of the software integration process. Davina McDonnell, director of marketing and product management, discusses how Cogiscan ensures that customers are ready to integrate and what it looks for to ensure a quick and appropriate installation.