Systems and methods for semantically governed specification-driven interoperability in distributed environments

A system comprising:

• one or more processors;
• and
• a computer-readable non-transitory storage medium containing instructions that when executed by the one or more processors, cause the one or more processors to perform a method comprising:
• generating an enterprise mesh based at least in part on a standard knowledge language (SKL) defining a plurality of SKL specifications executable by the one or more processors, wherein the plurality of SKL specifications are machine-interpretable, semantically descriptive, and define a plurality of composable components within the enterprise mesh;
• linking a first SKL specification of the plurality of SKL specifications to a second SKL specification of the plurality of SKL specifications based at least in part on a semantically declarative relationship between the first SKL specification and the second SKL specification, wherein the semantically declarative relationship is embedded within a semantic definition of the first SKL specification and stored within a data structure of the first SKL specification, the semantically declarative relationship identifying the second SKL specification by a unique identifier;
• receiving a versioning request to adjust the first SKL specification from a first version to second version;
• versioning the first SKL specification from the first version to the second version based at least in part on the versioning request;
• traversing the enterprise mesh to identify semantically linked SKL specifications that are linked to the first SKL specification;
• upon versioning the first SKL specification to the second version and identifying the second SKL specification as being linked to the first SKL specification, validating the second SKL specification;
• and
• executing the second SKL specification by dynamically interpreting a data structure of the second SKL specification at runtime to modify an operation of the enterprise mesh, wherein the operation is interpreted based on validating the second SKL specification, and wherein the semantically declarative relationship directs at least part of an execution flow of the operation.

A computer-readable non-transitory storage medium containing instructions that, when executed by one or more processors, cause the one or more processors to perform a method comprising:

• generating an enterprise mesh based at least in part on a standard knowledge language (SKL) defining a plurality of SKL specifications executable by the one or more processors, wherein the plurality of SKL specifications are machine-interpretable, semantically descriptive, and define a plurality of composable components within the enterprise mesh;
• linking a first SKL specification of the plurality of SKL specifications to a second SKL specification of the plurality of SKL specifications based at least in part on a semantically declarative relationship between the first SKL specification and the second SKL specification, wherein the semantically declarative relationship is embedded within a semantic definition of the first SKL specification and stored within a data structure of the first SKL specification, the semantically declarative relationship identifying the second SKL specification by a unique identifier;
• receiving a versioning request to adjust the first SKL specification from a first version to second version;
• versioning the first SKL specification from the first version to the second version based at least in part on the versioning request;
• traversing the enterprise mesh to identify semantically linked SKL specifications that are linked to the first SKL specification;
• upon versioning the first SKL specification to the second version and identifying the second SKL specification as being linked to the first SKL specification, validating the second SKL specification;
• and
• executing the second SKL specification by dynamically interpreting a data structure of the second SKL specification at runtime to modify an operation of the enterprise mesh, wherein the operation is interpreted based on validating the second SKL specification, and wherein the semantically declarative relationship directs at least part of an execution flow of the operation.