AI • Network Operations

NetOps Guardian AI

Autonomous Network Operations with Monetization and Intent-Based Automation

Overview

NetOps Guardian AI is an intelligent Network Operations Center (NOC) agent designed for multi-vendor ISP environments. The system implements a novel NOC/SOC convergence model through a Unified Decision Matrix, incorporating Zero Trust continuous authorization with a 6-step verification pipeline achieving sub-100ms response times. The architecture introduces a Dual-Path Correlation Engine with Fast Path and Slow Path processing capabilities, enabling real-time event correlation and anomaly detection across heterogeneous network infrastructure.

Core Capabilities

⚙️

Autonomous Configuration

Intent-based network configuration with AI-driven policy enforcement across multi-vendor environments.

🚀

Autonomous Provisioning

Automated service provisioning with real-time validation and rollback capabilities for ISP operations.

📊

KPI Generation

PowerBI-equivalent performance dashboards with real-time network metrics and automated reporting.

Architecture Highlights

<100ms
Zero Trust verification pipeline response time
<10ms
Fast Path event correlation processing
<500ms
Slow Path complex anomaly detection
Dual-Path
Engine with circuit breaker fault tolerance

Technologies

Next.jsTypeScriptPythonPrismaPostgreSQLRedisZero TrustToken BucketCircuit BreakerREST APIs

Author: AlHussein A. AlSahati | Supervisor: Dr. Houda Chihi

Version: 2.3 • Target: IEEE Network / IEEE TNSM