Self-Healing Network Agent

CausalSRE — Self-Healing Network Agent

The AI Agent that doesn't just alert — it re-architects network logic in real-time to bypass root causes. Replaces 60% of Tier 1 and Tier 2 support operations for ISPs and Cloud Providers.

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AI Capabilities

Autonomous Agents (plan, execute, validate remediation loops)Causal Discovery Engine (structural causal models over network telemetry)Digital Twin Simulation (pre-validate changes against production-mirrored topology)Graph Intelligence (topology-aware fault propagation and blast radius analysis)OTel-Native Telemetry (OpenTelemetry traces, metrics, and logs as first-class inputs)

Core Capabilities

Real-time self-healing: detects degradation and autonomously re-routes, re-configures, or re-balances network paths without human intervention

Causal root cause identification: structural causal models pinpoint the true origin of failures, not just correlated symptoms, across multi-layer network stacks

Digital twin pre-validation: every remediation action is simulated against a production-mirrored topology before execution, eliminating change-induced outages

Multi-vendor support: native configuration adapters for Cisco IOS-XR, Juniper Junos, Nokia SR Linux, and Arista EOS with vendor-specific validation rules

Autonomous remediation with rollback: executes approved changes with automatic state snapshots and instant rollback if post-change health checks fail

T1/T2 support displacement: automates ticket classification, initial diagnosis, and standard remediation playbooks — reducing Tier 1 and Tier 2 escalation volume by 60%

API Endpoints

POST/v1/causalsre/self-heal
POST/v1/causalsre/diagnose
POST/v1/causalsre/simulate
POST/v1/causalsre/remediate
GET/v1/causalsre/topology
GET/v1/causalsre/health
Start Building with CausalSRE

60 req/min in sandbox mode, no credit card required