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Cybord Releases ‘Traceability as a Productivity Tool’ White Paper
October 6, 2022 | CybordEstimated reading time: 1 minute

Written by industry journalist Philip Stoten, Cybord’s latest white paper draws on interviews with EMS and OEM companies to explore the potential for traceability to provide the additional benefit of real productivity improvements. The white paper, which can be downloaded from the Cybord website, offers real examples, insight and advice on the application of traceability as a productivity tool.
When Cybord created its AI (Artificial Intelligence) based visual component analytics, a SaaS material monitoring system, it was with the goal of providing OEMs with a zero-trust solution that provides surgical component traceability and verification. It does that, but as proved in numerous field examples, it does much more and can deliver tangible value and ROI (Return on Investment) as a productivity tool.
As one tier one EMS executive with twenty years of manufacturing experience explained, “the core of Industry 4.0 is data, and this provides data that is valuable to every stakeholder in the supply chain. They are all impacted by the insight it provides”. The same executive went on to say that they expected to deploy the solution globally starting with all the high reliability sites that made products for the automotive industry.
The current shortage of parts is encouraging more purchasers to look outside their normal channels. Meanwhile, we are seeing a surge in counterfeit, misrepresented, old or damaged parts finding their way into the supply chain.
Cybord’s solution leverages images taken by reel-to-reel inspection, the placement head and AOI to provide the most detailed component analysis data. The data is then utilized by their AI driven software to compare it with billions of other images to detect any defects or anomalies that might affect the performance of the component or its performance in assembly. This could be anything from counterfeit parts to older parts with corroded or damaged leads.
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IBM Officially Closes Deal, Acquiring DataStax
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Standards: The Roadmap for Your Ideal Data Package
05/29/2025 | Andy Shaughnessy, Design007 MagazineIn this interview, IPC design instructor Kris Moyer explains how standards can help you ensure that your data package has all the information your fabricator and assembler need to build your board the way you designed it, allowing them to use their expertise. As Kris says, even with IPC standards, there’s still an art to conveying the right information in your documentation.
Driving Innovation: Traceability in PCB Production
05/29/2025 | Kurt Palmer -- Column: Driving InnovationTraceability across the entire printed circuit board production process is an increasingly important topic among established manufacturers and companies considering new PCB facilities. The reasons are apparent: Automatic loading of part programs, connection with MES systems and collection of production data, and compliance with Industry 4.0 requirements
Smart Automation: AI—Revolutionizing Inspection in Electronics Manufacturing
05/27/2025 | Josh Casper -- Column: Smart AutomationArtificial Intelligence (AI) is rapidly becoming a staple in our personal and professional lives. In electronics manufacturing, integrating AI to combat common inefficiencies and to contextualize data will open new doors into how we supplement our traditional processes. In some specific areas of the electronics manufacturing process, integration of AI on the factory floor is already having a tremendous effect. One such area is PCBA inspection, particularly 3D automated optical inspection (AOI) systems.
Standard of Excellence: The Role of Technology in Enhancing the Customer Experience
05/28/2025 | Anaya Vardya -- Column: Standard of ExcellenceMaya Angelou said, “People will not remember what you said, but they will remember how you made them feel.” This makes me think about the importance of delivering an exceptional customer experience. Businesses that embrace technology to streamline interactions, personalize services, and create seamless engagements set new benchmarks in customer satisfaction. Integrating advanced technologies into customer service improves efficiency, enhances engagement, fosters loyalty, and drives business success.