The Goal of AI in ITOps is Operational Improvement

I’ve been speaking with more folks again recently about AI initiatives in their IT organizations. Most recently it was a systems team that ran the on-prem server infrastructure, Azure environment, and just recently also tasked with end-user computing.

What struck me in the conversation was how the discussion kept going back to AI. That might seem weird for me to say considering the goal was to discuss AI initiatives, but let me explain.

AI is a technology; it’s a tool. Yes, I understand that in reality AI is a complex and sophisticated family of technologies, but ultimately it’s still a tool. So unless you’re literally building models and live in academia or the world of R&D, AI is not a goal unto itself. Starting with AI was the wrong approach in the discussion with this systems team, and it’s usually the wrong approach for any team.

For most of us in our respective niche of IT operations, the goal of AI is operational improvement.

Continue reading “The Goal of AI in ITOps is Operational Improvement”

Three Critical Questions Before You Consider AI in NetOps

A few months ago I read Kavita Ganesan’s excellent book, The Business Case for AI: A Leader’s Guide to AI Strategies, Best Practices & Real-World Applications. I highly recommend it to anyone thinking critically about implementing an AI solution in IT operations because the concepts and best practices she outlines helped me to think more practically about implementing AI solutions in IT operations.

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AI in NetOps is not about replacement – it’s about evolution

A good friend of mine is an electrical engineer for a well-known passenger train company in the United States, and we recently talked about how his job, his entire career, has taken a turn from traditional electrical engineering to computer systems integrations and building telemetry pipelines. In other words, as the industry progressed, he wasn’t replaced. Instead, his role evolved.

That probably isn’t a groundbreaking revelation considering almost every industry has been impacted by some form of digitization. Things change, and people adapt. However, what really intrigued me was the new initiative to use AI to augment the train management system.

Continue reading “AI in NetOps is not about replacement – it’s about evolution”

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