Advanced · Observability

Cross-Domain Anomaly Correlation Timeline

Collapses anomalies from RF telemetry, per-client experience scoring, identity events and NAC posture into a single incident timeline. AI groups related events, ranks likely root causes, and proposes the next action with confidence — every claim cites the exact source events that justify it.

4-domain merge

RF (RSSI / interference / DFS) · Client (QoE, roams, retries) · Identity (auth fails, IdP latency) · NAC (posture, profiling drift) — unified clock, unified IDs.

Causal grouping

Events are bucketed into incidents using temporal proximity + shared entities (client MAC, AP, VLAN, IdP). No more chasing the same outage in 4 dashboards.

Cited root cause + next action

Each incident gets a ranked cause list with confidence and a concrete next action — every claim auto-links to the exact RF/Client/Identity/NAC events the AI used.

Build a correlated timeline

Pick a window. AI returns a structured evidence trail: cross-domain events plus ranked causes and next actions, each with citations to the events that justify them.

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Run the tool to populate the evidence trail. The AI will emit cross-domain events and link each ranked root cause and next action to them.