Computer software platform using artificial intelligence to identify interrelated business metrics or key performance indices (KPIs) with anomalies; computer software system of insights with anomaly detection algorithms working on time series and non-time series data; computer software identifying root cause for the performance dip for rapid action and impact; Computer software for auto insight generation via machine learning based anomaly detection and cohort analysis; Computer software identifying and registering the improvement actions at the cohort level to improve the business performance for those cohorts; Computer software program to track the improvement of the business performance on ground due to implemented actions by processing data from the client's workflow systems