Automated source data analysis, mapping, and transformation system for third-party software integration

A method for integrating source data into a target application, the method comprising:

• connecting to a designated source system and retrieving metadata associated with a plurality of source objects;
• analyzing, using an artificial-intelligence model, the metadata to determine structural characteristics, data-quality indicators, and interrelationships among the plurality of source objects;
• generating, using the artificial intelligence model and based on the determined structural characteristics, data-quality indicators, and
• interrelationships, and at least one candidate source-to-target mapping for the target application;
• determining whether the at least one candidate source-to-target mapping satisfies at least one requirement of a target schema of the target application;
• codifying, when the at least one candidate source-to-target mapping
• satisfies the at least one requirement, a data-transformation pipeline configured to transform the source data and load the transformed data into the target application;
• and
• loading the transformed data into the target application.