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The AI NOC & GNN Blog
If You’re Not Learning from Every Incident, You’re Falling Behind
In over 30 years of network operations, from the high-stakes pressure of US Navy wartime carrier operations to today’s hyperscale...
Mike Hoffman
3 min read
Pain Point 4: Escalating OPEX and Resource Constraints
The New Financial Reality of IT Operations As digital infrastructure grows more complex, organizations across every industry are under...
Mike Hoffman
4 min read
Pain Point 3: Manual, Reactive Incident Response and High MTTR
The Real Cost of Manual Incident Response In today’s fast-paced IT and network environments, every minute of downtime can translate into...
Mike Hoffman
3 min read
Pain Point 2: Data Deluge: Why Legacy Tools Can’t Keep Up (and How NetAI Changes the Game)
The Data Tsunami: A New Reality for IT Operations It is no secret that digital transformation has fundamentally changed the landscape for...
Mike Hoffman
4 min read
Pain Point 1: Operational Complexity and Siloed Tooling
The Modern IT Reality Across today’s digital enterprises, IT and network operations teams are under relentless pressure. Hybrid...
Mike Hoffman
3 min read
The Critical Role of Correlation in Network Troubleshooting and How NetAI Delivers What Others Can’t
Executive Summary In the era of digital transformation, network reliability is business-critical. Yet, despite significant investments in...
Mike Hoffman
3 min read
From Zero to Insight: How GNNs Make Network AI Productive on Day One
The networking world is awash in AI promises, but not all AI is created equal. If you’ve ever been burned by “AI” tools that require...
Mike Hoffman
2 min read
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
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