Automated framework for Anomaly Detection was designed to support multiple model to detect anomaly in the data that is using Machine Learning Algorithms, Deep Learning, AutoEncoder, TimeSeries and Pycaret framework Models result are compared and choose the best model to work on that with further tuning. All the work done by doing Automation.