SMTinelSMTinel ingests Excel, ZIP, logs and scattered traceability data. Detects anomalies. Clusters patterns. Guides your team to real impact on boards, WOs, shifts and critical models.
Too many signals. Not enough clarity. SMTinel takes scattered Excel files, raw logs, ZIP archives and disconnected traceability data — and transforms them into a single source of operational truth.
From detection to action. From anomaly to insight. From noise to signal.
Real-time intelligence for manufacturing operations
A single pane of glass for your entire operation. Consolidate FPY data, yield flow, defect tracking, recovery metrics and line-level signals into one unified executive view.
Statistical distribution analysis that doesn't just flag outliers — it explains them. Boxplot visualization reveals normal operating patterns and precisely identifies what breaks them.
From hundreds of isolated failure events to a handful of critical pattern clusters. Bonepile analysis groups similar failures, discovers hidden connections and explains systemic behavior.