Instrumental Inc., set up in 2015, is a leader in AI-powered manufacturing optimization, enabling electronics companies to accelerate development and improve quality. Its Manufacturing AI and Data Platform uses anomaly-detecting AI to identify defects in real-time, gathering siloed data across the product lifecycle into a traceable record linked by serial numbers. Key offerings include the Manufacturing AI Platform for visual inspections, Anomaly Detection Software for novel defect identification, Quality Analytics Suite for yield insights, and Failure Analysis Tools that save 90% of analysis time. Serving global brands like Meta, SolarEdge, and Axon, Instrumental supports high-mix scenarios, saving over 900 engineering weeks for Meta and reducing costly teardowns for SolarEdge. The company operates across North America and Asia, driving faster product ramps and higher first-pass yields.