This whitepaper introduces a hybrid log analysis system combining AI automation with expert-driven interpretation. HCLTech’s model leverages NLP and machine learning to detect anomalies, classify events, and generate root-cause insights. Human intelligence complements this with contextual analysis, improving incident accuracy and reducing false positives. The solution enhances observability, shortens troubleshooting time, and supports proactive IT operations for enterprises with complex infrastructures.

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