Integration error detection and correction system

A non-transitory machine-readable medium having stored thereon machine-readable instructions executable to cause a machine to perform operations comprising:

• collecting transaction data for each one of a plurality of respective merchants, the transaction data being associated with service integration between computer systems associated with the respective merchants and one or more service provider computer systems;
• analyzing the transaction data across a plurality of respective issue detection models;
• generating, for each one of the plurality of merchants, action data corresponding to one or more of the respective issue detection models based on the analyzing;
• and
• providing each one of the plurality of merchants with the respective generated action data.

A computer-implemented method, comprising:

• collecting, by one or more computing devices, transaction data for each one of a plurality of respective entities, the transaction data being associated with service integration between computer systems associated with the respective entities and one or more service provider computer systems;
• analyzing, by one or more of the computing devices, the transaction data across a plurality of respective issue detection models;
• generating, by one or more of the computing devices for each one of the plurality of entities, action data corresponding to one or more of the respective issue detection models based on the analyzing;
• and
• providing, by one or more of the computing devices, each one of the plurality of entities with the respective generated action data.