Optoelectronic Semiconductor Manufacturer pushes test systems hard, with high instrument counts, tight cycle times, and continuous production schedules. Software overhead, calibration burden, and brittle deployment workflows turn into real throughput losses at fleet scale.

Good Automation engaged across 3 projects spanning manufacturing, test & measurement. Each scope was treated as production-grade work: clean architecture, structured V&V where required, and documentation the customer's own engineers could pick up and extend.