A defensible quality firewall automates the detection of Critical-to-Quality (CTQ) defects that would likely lead to field failure or regulatory action. The workflow is configured with ultra-high confidence thresholds and integrates directly with line control systems like PLCs and SCADA to execute immediate physical containment—diverting, quarantining, or rejecting non-conforming units. This architecture eliminates the latency of manual review for high-risk flaws, directly preventing the release of defective product and the associated recall costs, warranty claims, and brand damage.




