Why NetAI Uses GNNs

Introduction

Why GNNs Make AI NOC the Future of Network Operations

What Are Graph Neural Networks (GNNs)?

Purpose-Built AI NOC for Understanding Complex Network Relationships

Why GNNs Outperform LLMs in AI NOC Network Monitoring and Analysis

The Clear Advantage of GNNs for AI NOC Platforms Over Traditional AI Models

The Advantages of GNNs in NetAI’s AI Network Operations Center (AI NOC)

How GNNs Deliver Precision, Scalability, and Automation

How NetAI’s GNNs Transform Network Operations

Real-World Use Cases That Showcase GNN-Powered Results

Customer Outcomes and Success Stories

Measurable Results That Prove the Power of GNNs

Why NetAI’s GNNs Are the Future of Network Management

Future-Proofing Your Network Operations with Advanced AI NOC Technology

GNN vs LLM

Understand the differences between GNNs and LLMs in terms of performance, speed, and accuracy.