Unlike traditional monitoring tools that rely on static thresholds and manual alerting, AIOps platforms use machine learning to analyze massive, heterogeneous data sets in real-time. They provide predictive capabilities and automate remediation actions, transforming reactive IT operations into proactive, intelligent management.