AI NOC · Autonomous Network Operations
A 5-agent AI system that goes from alert to remediation without a human in the loop. Presented live at AutoCon5 Munich 2026.
The Problem
Alert volume has outpaced human capacity. MTTR keeps climbing. And most AI tools fail before they reach production.
The average enterprise NOC receives 11,000+ alerts per day. 70% are false positives. Your engineers spend 4+ hours per shift triaging noise instead of fixing problems.
Manual escalation paths, tribal knowledge, and tool-switching add 40–60 minutes to every P1 incident. At scale, that's millions in downtime per year.
Vendor AI works on lab data. It breaks on your OSPF topology, your BGP policies, your proprietary telemetry formats. Most AI NOC projects stall before they ship.
How It Works
Five specialised agents operating as a coordinated system — each with a single responsibility, together delivering end-to-end autonomous operations.
Ingests telemetry from your existing monitoring stack — Prometheus, SNMP, NetFlow, syslog, Cisco DNA Center, Juniper Mist. No rip-and-replace. Runs alongside what you have today.
Cross-correlates events across devices, vendors, and protocols. Reduces 11,000 daily alerts to 12–40 actionable incidents using ML-based noise suppression trained on your topology.
Runs root cause analysis using a graph model of your network topology. Identifies the fault domain in under 90 seconds — before your on-call engineer opens their laptop.
Executes pre-approved runbooks autonomously. Restores connectivity, re-routes traffic, isolates fault domains. Human approval required only for changes outside the policy envelope.
Confirms remediation success using SLA metrics, traffic baseline comparison, and synthetic monitoring. Closes the ticket and updates the runbook automatically.
Results
Verified across production deployments and independent research. Not vendor-quoted figures — cited from Forrester, Research Square, and Thoughtworks.
Average time from alert to root cause identification
MTTR reduction in production deployments (Forrester + Research Square verified)
Reduction in L1/L2 ticket volume (Thoughtworks 2025, 20 PoCs)
Sovereign EU Deployment
Every agent runs on-premises or in your private cloud. No telemetry leaves your jurisdiction. AI inference happens within your legal boundary — critical for DORA-regulated financial institutions and NIS2-covered operators under EU law.
Not a SaaS subscription. Your infrastructure. Your data. Your control. No US CLOUD Act exposure — ever.
Production, Not Slideware
"Presented at AutoCon5 Munich 2026 — the network automation industry's premier annual conference. Live demo of all 5 agents running against real enterprise network telemetry. Not a vendor pitch. A practitioner's production system, open-sourced and documented."
View the AutoCon5 workshop → networkautomation.forum/autocon5Next step · 30 minutes
We'll demo the system against your topology — real alerts, real remediation, real results. If it's not the right fit, we'll tell you in the first 15 minutes.
Risk-shared pilots. Success metrics agreed in writing in week 1. If we miss them by week 8, the final milestone payment is waived.