It’s no secret that products are as good as the components they are composed of. The major cause for electronic product failure is subpar and out of spec components. Material sourcing, manufacturing and defect management must rely on inspection and validation of individual components and the assembled product as a whole. By employing component level deep visual inspection and analytics, new levels of reliability and security are reached.