Billions of data points from metrology and chemical analysis now feed into a new semiconductor analytics platform. The system uses Agentic AI and push-down compute to link fragmented tool traces without moving data. Engineers can now automate multi-domain yield investigations. This reduces the manual effort required to solve complex hardware excursions.