Instrumental Inc., founded in 2015, leads in AI-powered manufacturing optimization, helping electronics companies speed development and raise quality. Its Manufacturing AI and Data Platform applies anomaly-detecting AI to flag defects in real time and pulls siloed data from across the product lifecycle into a traceable, serial-number-linked record. Its main offerings are the Manufacturing AI Platform for visual inspection, Anomaly Detection Software for catching novel defects, a Quality Analytics Suite for yield insight, and Failure Analysis Tools that cut analysis time by 90%. Serving global brands such as Meta, SolarEdge, and Axon, the company handles high-mix scenarios, saving Meta more than 900 engineering weeks and reducing costly teardowns for SolarEdge. It works across North America and Asia, driving faster product ramps and higher first-pass yields.