Transcends Full Stack Observability of apps/networks/services and correlates multi-layer issues from any entity in your hybrid cloud.

Enables change impact analysis across populations of affected devices and subscribers.

Supports incoming data from any vendor, protocol, and monitoring tool.

Develops topologies across all layers – Network and Services.

Infers dependencies from telemetry data and learns failure patterns.

Diagnostic knowledge identifies key symptoms and delivers likely fixes learned from ticket data.

Executes multi-step remediation automatically feeding the outcome back into the system.

Graphical, low code, big data platform for Realtime AI enabling rapid-time-to-market for new functionality and products.

Continuously learns and evolves the knowledge model.

Deterministic reasoning eliminates AI hallucinations via semantic guardrails.

Autonomous knowledge plane provides the structured context to move from predictions to true understanding.

Knowledge-driven architecture delivered for self-healing, zero-touch networks of tomorrow.

Business-aligned healing with automatic mapping to SLA compliance, regulations, and revenue protection provided for every autonomous action.

Proven in internet-scale networks with 50+million devices, billions of events per day, thousands of distinct data streams.