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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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Smart Automation: The Power of Data Integration in Electronics Manufacturing
06/24/2025 | Josh Casper -- Column: Smart AutomationAs EMS companies adopt automation, machine data collection and integration are among the biggest challenges. It’s now commonplace for equipment to collect and output vast amounts of data, sometimes more than a manufacturer knows what to do with. While many OEM equipment vendors offer full-line solutions, most EMS companies still take a vendor-agnostic approach, selecting the equipment companies that best serve their needs rather than a single-vendor solution.
Keysight, NTT, and NTT Innovative Devices Achieve 280 Gbps World Record Data Rate with Sub-Terahertz for 6G
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Priority Software Announces the New, Game-Changing aiERP
06/12/2025 | Priority SoftwarePriority Software Ltd., a leading global provider of ERP and business management software announces its revolutionary aiERP, leveraging the power of AI to transform business operations.
Breaking Silos with Intelligence: Connectivity of Component-level Data Across the SMT Line
06/09/2025 | Dr. Eyal Weiss, CybordAs the complexity and demands of electronics manufacturing continue to rise, the smart factory is no longer a distant vision; it has become a necessity. While machine connectivity and line-level data integration have gained traction in recent years, one of the most overlooked opportunities lies in the component itself. Specifically, in the data captured just milliseconds before a component is placed onto the PCB, which often goes unexamined and is permanently lost once reflow begins.