TRACE · MONITOR · PROTECT
OPERATIONAL INTELLIGENCE

Operational noise — silenced.Clarity — activated.

SMTinel 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.

OPERATIONAL RADAR
IQR BOXPLOT WO IMPACT RCCA ACTION
SYSTEM ONLINE
v2026.03
S
THE MISSION

OPERATIONAL NOISE — SILENCED.
CLARITY — ACTIVATED.

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.

COMMAND CENTER

Real-time intelligence for manufacturing operations

CAPABILITIES

FROM DETECTION TO ACTION

FEATURE 01

COMMAND CENTER

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.

  • Real-time FPY and yield flow monitoring
  • Defect clustering and trend analysis
  • Executive dashboard with shift context
FEATURE 02

ANOMALY DETECTION

Statistical distribution analysis that doesn't just flag outliers — it explains them. Boxplot visualization reveals normal operating patterns and precisely identifies what breaks them.

  • IQR-based statistical outlier identification
  • Contextual anomaly scoring with severity
  • Automated alert routing to teams
FEATURE 03

PATTERN INTELLIGENCE

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.

  • Automated failure pattern clustering
  • Cross-event correlation and root cause
  • Prioritized action by impact
THE ENGINE

PROCESSING PIPELINE

1

Intelligent Import

Structured data ingestion from multiple sources simultaneously.

2

Statistical Distribution

Boxplot visualization reveals patterns, detects outliers.

3

Anomaly Detection

Contextual signals requiring investigation, not just flagged points.

4

Pattern Clustering

Bonepile engine groups failures, finds connections.

5

Signal Extraction

Focused critical clusters for prioritized action.

99.4%First Pass Yield
<2sAnomaly Detection
47%Defect Reduction
6Integrated Engines
0.001%False Positive Rate
THE PIPELINE

FROM RAW DATA TO OPERATIONAL CLARITY

SMTinel ENGINE IMPORT DISTRIBUTE DETECT CLUSTER EXTRACT
IMPORT
DISTRIBUTE
DETECT
CLUSTER
EXTRACT
SMTinel Trace Monitor Protect
SMTinel import engine
Cargando archivos ZIP
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Validando paquete local y preparando extracción de datos...

IDLETRACE · MONITOR · PROTECT
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