Industrialize sensor/module processes with module manufacturers and internal lines-die attach, wirebond/flip-chip, active alignment, lens/barrel assembly, filter/cover glass, sealing, and cure profiles-driving Cp/Cpk, scrap reduction, and cycle-time targets. Working fluency with CIS electro-optical behavior and failure modes (noise, defectives, thermal dark current, HDR/flicker, packaging stress) sufficient to set specs, debug lines, and challenge vendors-without requiring a pure pixel-design background.