A solution for comprehensive electronic components analytics at the early stages of production has been demonstrated by Cybord utilizing top and bottom inspection of the components, visual-AI, and big data. The company, an inline visual AI electronic component analytics software leader that implements an AI & Big Data technology, has taken on a mission to get counterfeit and defective components off production lines, for significantly increasing the reliability, authenticity, and quality of products, and providing OEMs with the highest level of traceability. The platform aggregates and analyzes images and data from 100% of the components at various production stages – allowing secure purchasing of electronic components from any source; high yields of a product from early assembly stages; and visual traceability verification of marked components assembled on each PCBA.