Intelligent data integration system

A non-transitory computer readable medium comprising one or more sequences of instructions, which, when executed by a processor, causes a computing system to perform operations comprising:

• receiving, by the computing system, an indication of one or more data sources for a data integration process, wherein the data integration process maps data from the one or more data sources to a selected destination;
• interfacing, by the computing system, with the one or more data sources to receive the data for analysis;
• analyzing, by the computing system, using one or more artificial intelligence models or one or more statistical models to recognize patterns and relationships within the data by identifying commonalities, dependencies, and structures that exist across the data, the analyzing comprising:
• determining a type of data corresponding to the data being analyzed;
• and
• selecting from a plurality of artificial intelligence models or a plurality of statistical models the one or more artificial intelligence models or the one or more statistical models based on the type of data being analyzed;
• generating, by the computing system, a mapping strategy based on the identified patterns and the identified relationships in the data;
• mapping, by the computing system, the data from the one or more data sources to the selected destination in accordance with the mapping strategy;
• and
• generating, by the computing system, a graphical user interface that visualizes the mapping strategy for display on a user device, the generating comprising:
• generating a first graphical element on a first side of a centerline of the graphical user interface, the first graphical element corresponding to the one or more data sources, the first graphical element comprising a plurality of sub-elements visually illustrating a hierarchy of the one or more data sources,
• generating a second graphical element on a second side of the centerline of the graphical user interface, the second graphical element corresponding to the selected destination,
• generating a third graphical element between the first graphical element and the second graphical element, the third graphical element comprising a plurality of transformation nodes, each of the plurality of transformation nodes triggering a data transformation to be performed during the mapping;
• and
• a plurality of lines connecting the first graphical element to the second graphical element, wherein passage of a line of the plurality of lines through a transformation node of the plurality of transformation nodes applies the data transformation to the mapping.

A computing system, comprising:

• a processor;
• and
• a memory having programming instructions stored thereon, which, when executed by the processor, causes the computing system to perform operations comprising:
• receiving, by the computing system, an indication of one or more data sources for a data integration process, wherein the data integration process maps data from the one or more data sources to a selected destination;
• interfacing, by the computing system, with the one or more data sources to receive the data for analysis;
• analyzing, by the computing system, using one or more artificial intelligence models or one or more statistical models to recognize patterns and relationships within the data by identifying commonalities, dependencies, and structures that exist across the data, the analyzing comprising:
• determining a type of data corresponding to the data being analyzed;
• and
• selecting from a plurality of artificial intelligence models or a plurality of statistical models the one or more artificial intelligence models or the one or more statistical models based on the type of data being analyzed;
• generating, by the computing system, a mapping strategy based on the identified patterns and the identified relationships in the data;
• mapping, by the computing system, the data from the one or more data sources to the selected destination in accordance with the mapping strategy;
• and
• generating, by the computing system, a graphical user interface that visualizes the mapping strategy for display on a user device, the generating comprising:
• generating a first graphical element on a first side of a centerline of the graphical user interface, the first graphical element corresponding to the one or more data sources, the first graphical element comprising a plurality of sub-elements visually illustrating a hierarchy of the one or more data sources,
• generating a second graphical element on a second side of the centerline of the graphical user interface, the second graphical element corresponding to the selected destination,
• generating a third graphical element between the first graphical element and the second graphical element, the third graphical element comprising a plurality of transformation nodes, each of the plurality of transformation nodes triggering a data transformation to be performed during the mapping;
• and
• a plurality of lines connecting the first graphical element to the second graphical element, wherein passage of a line of the plurality of lines through a transformation node of the plurality of transformation nodes applies the data transformation to the mapping.