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The AI NOC & GNN Blog
Traditional NOC Incident Escalation vs. NetAI-Driven Resolution: A Step-by-Step Comparison
INTRODUCTION In network operations, incident response is the backbone of service reliability. But for most organizations managing a...
Mike Hoffman
3 min read
12
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A Tale of Two Spiders: Why GNNs Outperform LLMs in Network Operations
Meet Gary and Larry... two spiders with very different approaches to managing their webs. Gary the GNN Spider Gary built his web himself....
Mike Hoffman
1 min read
7
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10 Myths About AI in Network Operations... And What Actually Matters for IT Leaders
Executive Summary: AI is everywhere in today’s IT headlines, but for network managers and executives, separating hype from reality is...
Mike Hoffman
3 min read
25
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Seamless Integration: How NetAI Enhances Your Existing Network Ecosystem
Introduction : Adopting new technology often comes with the fear of disrupting existing systems. At NetAI, we’ve designed our solutions...
Mike Hoffman
1 min read
6
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Breaking Down Alert Fatigue: How AI Reduces Noise and Boosts Productivity
Introduction : Alert fatigue is a growing problem in network operations, with teams overwhelmed by irrelevant or redundant alerts. This...
Mike Hoffman
1 min read
5
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From Reactive to Proactive: The Future of Network Operations
Introduction :For years, network operations have been stuck in a reactive cycle—fixing problems only after they occur. But the future of...
Mike Hoffman
1 min read
5
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The Hidden Costs of Network Downtime — and How AI Can Help
Introduction :Network downtime is more than just an inconvenience—it’s a costly problem that impacts productivity, revenue, and customer...
Mike Hoffman
1 min read
2
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Revolutionizing Network Management with Graph Neural Networks (GNNs)
Introduction : Network management is evolving rapidly, and traditional tools are struggling to keep up with the complexity of modern...
Mike Hoffman
1 min read
11
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