The NOC's new first responder: agentic network-ops triage
A triage agent correlates alarms, enriches them with topology and history, and drafts resolution steps — so NOC engineers open every ticket already understanding it.
The problem
A single network fault can throw off dozens of alarms, and during a storm the NOC queue becomes a wall of noise. Engineers spend their first minutes on every incident manually correlating alarms and hunting for context — topology, recent changes, whether this has happened before — while the clock on mean-time-to-resolve keeps running.
The hypothesis
Most of that opening work is correlation and retrieval, not engineering judgment. Our hypothesis: an agent could collapse related alarms into a single incident, enrich it with topology, recent changes, and similar past incidents, and draft the likely resolution steps — so the engineer opens a ticket that already tells the story.
The build
- Alarm correlation — the agent groups related alarms into incidents instead of a flat, duplicated stack.
- Context enrichment — it pulls the relevant topology, recent change records, and past similar incidents into one view.
- Drafted runbook, human execution — the agent proposes resolution steps; a NOC engineer approves and executes. There is no auto-remediation without sign-off.
Design choice that mattered: the agent triages, the engineer acts. We deliberately kept remediation in human hands — proposing steps builds trust and MTTR gains without the risk of an agent making a change to live infrastructure on its own.
Rollout
We ran the agent in shadow against live alarm streams and measured correlation accuracy against how engineers actually grouped incidents. NOC feedback — mostly on what context was and wasn't useful — tightened the enrichment template before it went into the workflow.
Results
Mean-time-to-resolve fell on the common, correlate-and-fix faults that make up the bulk of the queue, and engineers started every incident informed instead of assembling context under pressure.
What we'd tell you
- Correlation first, remediation later. Prove the triage before you even discuss automated fixes.
- The engineer is the user — build for the person under SLA pressure, not the dashboard.
- Keep humans on execution against live infrastructure until trust is thoroughly earned.
More from the field.
Consumer lending, decided in hours
Early-warning credit risk
The 6 a.m. advisor brief
Bring us a hypothesis. Leave with a system.
Tell us what's eating your team's time. We'll give you an honest read on whether AI is the right tool — and if it is, a scoped v1 with a timeline and cost.