Knowledge object (ko) map server for data compliance based on deep ai models and constructs

A computer-implemented method for mapping knowledge objects (KOs) in one or more data repositories, the method comprising:

• receiving, from a knowledge object (KO) discovery engine, a plurality of knowledge object (KOs) and corresponding locations of the KOs in a plurality of data repositories, wherein the KOs comprise data compliance objects within the data repositories and wherein the data repositories comprise at least one of structured, semi-structure, and unstructured data;
• identifying, for each of the KOs, one or more canonical knowledge objects (KOs) corresponding to the KOs, wherein the canonical KOs comprise a substantially smallest resolvable unit of data compliance;
• and
• generating, based on the one or more identified canonical KOs corresponding to each of the KOs and the locations of the KOs in the plurality of data repositories, a knowledge object (KO) map, the KO map mapping each of the one or more identified canonical KOs to one or more locations in the plurality of data repositories.

A non-transitory, machine-readable medium having instructions stored therein, which when executed by a processor, cause the processor to perform operations, the operations comprising:

• receiving, from a knowledge object (KO) discovery engine, a plurality of knowledge object (KOs) and corresponding locations of the KOs in a plurality of data repositories, wherein the KOs comprise data compliance objects within the data repositories and wherein the data repositories comprise at least one of structured, semi-structure, and unstructured data;
• identifying, for each of the KOs, one or more canonical knowledge objects (KOs) corresponding to the KOs, wherein the canonical KOs comprise a substantially smallest resolvable unit of data compliance;
• and
• generating, based on the one or more identified canonical KOs corresponding to each of the KOs and the locations of the KOs in the plurality of data repositories, a knowledge object (KO) map, the KO map mapping each of the one or more identified canonical KOs to one or more locations in the plurality of data repositories.