How AI and Machine Learning Enhance SOC Efficiency

08 Oct 2024

In today’s digital lexicon, efficiency and automation are essentially the same thing. It’s hard to achieve one in a modern enterprise without getting the other. As SOCs continue to face large-scale problems – made larger by AI-based threats, the as-a-Service economy, polymorphic malware, and more – the chances of them winning risk whac-a-mole go way down. So, they turn to automated solutions to help. But there’s problems there, too. And when automation gets tricky, teams usually struggle on with subpar outcomes (because it still beats doing things by hand). However, artificial intelligence (AI) and machine learning (ML) (particularly Large Language Models (LLMs)) are now stepping in to fill even those rough spots in automation, letting SOCs run the smooth, seamless operations they always wanted to. Here’s how a little AI/ML implementation can make all the difference in SOC productivity today.