Root Classification
Statistical analysis of board assembly failures separates workmanship errors from material defects and design flaws. A defect attribution breakdown assigns responsibility for each failed assembly to either the circuit board fabricator, the components supplier, or the assembly process itself. This tool organizes inspection data to stop disputes between contract manufacturers and board buyers.
Diagnostic Separation
Quality engineers examine failures under magnification to trace the physical origin of solder shorts or open circuits. For example, if a pad fails to wet, the diagnostic team determines whether the copper finish was oxidized prior to assembly or if the solder paste volume was insufficient. This systematic division prevents manufacturers from wasting resources on thermal profile adjustments when the true cause is a contaminated board surface.
It uses cross-sectioning, scanning electron microscopy, and energy-dispersive spectroscopy to provide irrefutable proof of failure mechanics before assigning financial liability.
Process Improvement
Actionable summaries from these analyses guide corrective actions across the supply chain. When the majority of failures are traced to board-level fabrication, the fabricator is held accountable and must adjust their chemical baths or optical inspection sensitivity. Assembly partners use these structured metrics to maintain high yields and justify audit findings to clients.