Module — Module 6 — Anomaly Triage Agent

Goal: You can deploy, explain, and operationalize Module 6 — Anomaly Triage Agent as a consulting product.

What this agent is

Anomaly Triage reduces alert noise by grouping, ranking, and contextualizing anomalies across systems. It ensures operations teams focus on what matters now and prevents dashboard overload during fast-moving incidents.

Core question it answers

Signals (what it watches)

• Cross-system anomalies: Ingests alerts from yields, settlement, infra, and application layers.
• Clustering & correlation: Groups related alerts into a single incident hypothesis.
• Severity ranking: Ranks by impact and likelihood, not by volume.
• Action mapping: Maps anomalies to runbook steps and owners.

Outputs (what it produces)

• Ranked Anomaly Queue: Top issues with reasons, impact scope, and owners.
• Correlation Summary: What is likely related and why, with confidence tags.
• Next-Action Checklist: Operational steps aligned to runbooks and escalation paths.
• Noise Reduction Report: Monthly summary of alert volume vs actionable incidents.

Operational workflow

1. Connect alert sources; normalize severity labels into a single scale.
2. Cluster alerts into incident hypotheses; attach evidence and confidence.
3. Rank queue by impact; assign owner and escalation timelines.
4. Feed summaries into Compliance Explainer for governance narrative.
5. Review monthly to reduce noise: tune thresholds and retire useless alerts.

Client talk-track (enterprise safe)

Module completion

Pass the quiz (80%+) to complete this module.