AI Service Assurance

AI-Powered Network Assurance

From Alert to Resolution. Autonomous. Causal. Verified.

The Problem

Your NOC Is Drowning

10,000+ alerts per month. 4.2-hour MTTR. $5.6M in annual downtime costs. Your engineers are buried in noise while the network grows more complex every quarter.

10,000+

Monthly Alerts

80% are noise, duplicates, or self-resolving

4.2 hrs

Average MTTR

Engineers chase correlated symptoms, not root causes

$5.6M

Annual Downtime Cost

Average enterprise cost of network outages per year

Assurance Pipeline

Alert to Resolution in 5 Steps

A fully autonomous pipeline that handles the entire incident lifecycle — from the first alert to verified remediation.

Step 01

OTel-Native Ingestion

Streaming telemetry, SNMP traps, syslogs, and vendor APIs. OpenTelemetry-native from day one. Every vendor, every signal, one pipeline.

Unified ingestion layer absorbs data from every source in your environment.

OTel Metrics
SNMP Traps
Syslogs
gNMI Streams
REST APIs
NetFlow/sFlow
AI Agents

Six Specialized Agents, One Unified Brain

Each agent is purpose-built for a specific task. Together, they form an AI intelligence layer on top of your existing vendor tools.

Triage Agent

De-duplicates alerts, correlates related events, and assigns severity using historical context and topology awareness.

RCA Agent

Performs causal reasoning across network layers. Identifies the true root cause, not just the symptom.

Remediation Agent

Generates and executes repair plans. Supports CLI, NETCONF, RESTCONF, and gNMI across all vendors.

Verification Agent

Validates fixes with targeted probes, synthetic traffic, and service health checks. Triggers rollback on failure.

Topology Agent

Maintains a live graph of your entire network. Powers impact analysis and change-risk scoring.

Digital Twin Agent

Simulates failures, config changes, and capacity scenarios before they hit production.

CausalOps Integration

From Telemetry to Root Cause

Causal inference replaces correlation-based monitoring. Discover the actual root cause — not just symptoms that look similar.

Firmware UpdateTraffic SurgeBGP FlapCPU OverloadRoute ConvergencePacket LossLatency SpikeRoot CauseIntermediateEffect

Insight: CausalOps discovers directed causal relationships from telemetry data, enabling root cause identification in seconds rather than hours of manual triage.

CausalSRE Integration

Self-Healing Agent Capabilities

AI agents that go beyond detection. CausalSRE brings autonomous remediation and continuous verification to every incident.

Autonomous Remediation

AI agents generate, validate, and execute repair plans across every vendor protocol. Human-in-the-loop or fully autonomous.

Continuous Verification

Post-fix probes confirm resolution. Synthetic traffic tests, health checks, and SLA validation run automatically after every change.

Automatic Rollback

If verification fails, the system rolls back immediately. Every change is captured in an immutable audit trail for compliance.

Key Metrics

Measurable Impact

Up to 70%

Noise Reduction

AI triage eliminates duplicates and false positives

5 min

Mean Time to Resolve

Down from 4.2 hours with manual correlation

Up to 80%

AI-Assisted Resolution

Incidents resolved with AI guidance and automation

$2.4M

Annual Savings

Reduced downtime, fewer escalations, smaller team

Based on internal benchmarks and pilot deployments

Get Started

Ready to Transform
Your NOC?

See AI-powered assurance resolve real incidents on your network within the first week. Multi-vendor. Multi-cloud. Zero lock-in.

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