AIOPS – How can machine learning help in IT operations
summary
Company Cross AI builds a production AIOps pipeline for a large Croatian telco that combines big data ingestion, ML models for anomaly detection and alert correlation, and a platform of reusable Lego-like components so models can be deployed and scaled across services. The system feeds into ticketing and CI/CD so it is integrated with developers' workflow, cuts alert noise, and shortens mean time to resolution, proving ML can operate in production for IT operations.
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