A method for predicting deployment success of a continuous deployment pipeline is provided. Initially, a user request may be received for node data from nodes that correspond to steps in the pipeline. The requests for node data may then be distributed to the appropriate nodes in the pipeline based on the received user request. Thereafter, the requested node data may be received as a response from the appropriate nodes in the pipeline and stored in a data repository. Then, a success prediction score may be calculated based on the stored node data and historical data. Finally, the calculated success prediction score may be displayed to the user through a dashboard.