Analytics

Observe. Understand. Act.

Unified analytics for network, cloud, apps, and users — dashboards, anomaly detection, and actionable insights engineered by AI4Ops.

Capabilities Overview
  • Turn raw logs, metrics, and traces into real-time dashboards.
  • Blend data across network, cloud, apps, users, and tickets.
  • Drill from KPI → device → interface → event without context switching.
  • Export to CSV/PDF; share snapshots; pin to NOC wallboards.
Data Sources & Ingestion
  • Syslog, SNMP, NetFlow/IPFIX, CLI outputs, API polling, CloudWatch, Stackdriver.
  • Database connectors (MySQL/RDS), S3, CSV/Excel uploads for ad-hoc analysis.
  • Schema-aware parsers; normalization & enrichment (VRF, site, device role).
Dashboards & Visualization
  • Latency, packet loss, bandwidth, jitter, and HTTP status breakdowns.
  • Per-tenant/VRF and app-centric views; geographic overlays.
  • Dark/Light/Midnight themes with wallboard mode.
Anomaly Detection & ML
  • Seasonality-aware baselines; dynamic thresholds per site/device.
  • Outlier and trend-break detection (latency spikes, error bursts).
  • Root-cause hints & dependency overlays (BGP/ECMP paths, servers).
Alerting & Integrations
  • Threshold & anomaly alerts to Telegram, Webex, email, or webhooks.
  • Ticketing hooks (ServiceNow/Jira) with enriched context.
  • Bidirectional chat controls for acknowledge, re-run, or drill-down.
Visual Analytics
Network Severity
Severity by Region
Inventory Summary
Device Type Count
BGP UP Time (Internet)
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