A Systematic Review of MLOps Tools: Tool Adoption, Lifecycle Coverage, and Critical Insights

Zakkarija Micallef, Keerthiga Rajenthiram, Ilias Gerostathopoulos

Machine Learning Operations (MLOps) has become increasingly critical as more organisations move ML models into production. However, the growing landscape of MLOps solutions has int…