Aspects described herein may use machine learning models to predict one or more remediation actions to mitigate occurrence of an incident based upon previous incidents of an entity. Asset ownership data and development operations tools metric data are compiled and a relationship between the compiled data and an occurrence of previous incidents is determined. A machine learning model predicts relationships between the occurrence of a previous incident and assets data. One or more remediation actions are assigned to an asset and a notification is outputted regarding the same.