Quality intelligence

Failure analytics

Identify recurring defects, process drift and quality trends

First pass yield+1.2%

98.64%

Across all product classes

False rejection-0.3%

0.18%

Operator verified

Escaped defects-7.4%

0.04%

Downstream audit

Cost avoided+12.1%

$84.2k

Estimated · Last 7 days

Defect distribution · 1,842 detections

Surface scratch

38%

Edge deformation

24%

Coating anomaly

19%

Dimensional variance

12%

Contamination

Quality outcome mix

98.64%first pass yield

Defect concentration by hour · Shift comparison

DARKER = HIGHER

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