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Overview

Kaireon provides four monitoring dashboards to track platform health and business outcomes.

Operations Dashboard

Real-time operational metrics:
  • Pipeline execution status and throughput
  • Dead letter queue (DLQ) depth and trends
  • Circuit breaker states
  • API latency and error rates
  • Active decision flow execution counts

Business Dashboard

Business outcome tracking:
  • Offer acceptance rates by category
  • Revenue attribution
  • Customer engagement trends
  • Channel performance comparison
  • Campaign ROI analysis

Data Health Dashboard

Data quality monitoring:
  • Schema table row counts and freshness
  • Pipeline success/failure rates
  • Connector health status
  • Data completeness scores
  • Anomaly detection alerts

Model Health Dashboard

ML model performance tracking:
  • Model accuracy over time
  • Feature importance drift
  • Prediction distribution changes
  • A/B test results
  • Retraining recommendations