Problem
SMT lines suffer from hidden process drift, leading to late defect detection, rework, and yield loss.
Solution
Vikshepa uses physics-informed ML on optical inspection data to detect subtle process drift early—before AOI failures occur.
Early Drift Detection
Detect drift early and act before defects occur
Detected anomaly on PCB
Drift exceeds threshold before AOI detection (intervention window)