A system for machine learning-based real-time electronic data quality checks in online machine learning and AI systems is provided. In particular, the system may comprise a machine learning module which receives input data from a data quality learning module which serves to perform filtering or alteration functions on incoming data during the training and/or live phases of the machine learning module. Over time, the data quality module may increasingly become efficient and accurate at assessing incoming data to determine the data quality. In turn, improving data quality of input data may ensure that the various neural networks within the system produce adaptively accurate output values to drive the decisioning processes of the system.