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Use cases

Rules and Alerts in TSI support a wide range of operational monitoring, automation, and Condition-Based Maintenance (CBM) use cases, including:

  • Threshold-based monitoring of temperatures, pressures, flows, vibration, and other process signals
  • Detecting AI-driven equipment and process anomalies, including previously unknown abnormal conditions
  • Monitoring Pattern model outputs and operating condition classifications to generate actionable alerts and downstream Work Orders with SOP guidance
  • Identifying early signs of equipment degradation, process instability, and quality drift
  • Correlating multiple signals using compound logic for advanced event detection
  • Reducing alarm overload through contextualized, prioritized, and denoised alerting
  • Supporting condition-based maintenance through equipment-condition-driven alerts instead of fixed maintenance intervals
  • Triggering inspections, maintenance requests, and corrective actions before failures occur
  • Supporting shift handover reporting and operational event tracking
  • Integrating with CMMS, dashboards, notifications, and enterprise systems through REST APIs

By converting raw operational data, anomaly scores, and AI model outputs into actionable events, Rules and Alerts help organizations transition from reactive maintenance to proactive, condition-based operational strategies.

Refer to Rules & Alerts Best practices.