VISUAL ALERT GENERATION IN A DATA PIPELINE ENVIRONMENT

Various embodiments comprise systems and methods to indicate when errors occur in a data pipeline. In some examples, data monitoring circuitry monitors the operations of a data pipeline. The data monitoring circuitry ingests an output data set generated by the pipeline, compares the output data set to an expected output, identifies differences between the output data set and the expected output, and determines when the magnitude of the difference exceeds an error threshold. When the error threshold is exceeded, the data monitoring circuitry generates a graphical representation of the output data set, a graphical representation of the expected pipeline output, and an animated transition from the graphical representation of the expected pipeline output to the graphical representation of the output data. The data pipeline monitoring circuitry transfers an alert that comprises the graphical representation of the expected pipeline output, the graphical representation of the output data, and the animated transition.