Systems and methods to manage transaction disputes using predictions based on anomalous data

A system for generating transaction dispute data, the system comprising:

• at least one processor;
• and
• a non-transitory computer-readable medium containing a set of instructions that, when executed by the at least one processor, cause the at least one processor to perform operations comprising:
• detecting a deviation in transaction data;
• in response to detecting a deviation, presenting a dispute request interface to a user via a graphical user interface on a user device, wherein the dispute request interface includes:
• transaction data;
• and
• an input area configured to receive input information, the input area including one or more interactive graphical user interface elements;
• receiving dispute request input from the user device via the dispute request interface, wherein the dispute request input includes information relating to the disputed transaction;
• presenting a dispute status to the user on the user device via the dispute request interface;
• determining a dispute status update;
• and
• presenting the dispute status update to the user on the user device via the dispute request interface.