Intelligent explanation of configuration keys

A computer-implemented method for improved artificial intelligence support for enterprise resource planning (ERP), the method comprising:

• receiving, by a configuration key explaining engine, from a user interface of an ERP system, a request to explain a configuration key, wherein the configuration key represents a set of rules for controlling a process flow of an entity of the ERP system, wherein the set of rules defines a data operation scheme based on a plurality of tables stored in a database of the ERP system;
• responsive to receiving the request, generating, in runtime, by an object extractor, a data object from the plurality of tables, wherein the data object comprises a group of key-value pairs which collectively define the set of rules;
• generating, in runtime, by a prompt assembly proxy, a prompt based on the data object generated from the plurality of tables;
• sending, in runtime, by the configuration key explaining engine, the prompt to a large language model (LLM) through an LLM proxy;
• receiving a response from the LLM;
• and
• responsive to receiving the response, outputting, on the user interface of the ERP system, an explanation of the configuration key based on the response received from the LLM, wherein the explanation of the configuration key summarizes the set of rules in natural language,
• wherein generating the data object comprises:
• identifying a root table from the plurality of tables;
• and
• locating, among the plurality of tables, a subset of tables, wherein locating the subset of tables comprises tracing one or more foreign-key relationships confined within the plurality of tables.

One or more non-transitory computer-readable media having encoded thereon computer-executable instructions causing one or more processors to perform a method for improved artificial intelligence support for enterprise resource planning (ERP), the method comprising:

• receiving, by a configuration key explaining engine, from a user interface of an ERP system, a request to explain a configuration key, wherein the configuration key represents a set of rules for controlling a process flow of an entity of the ERP system, wherein the set of rules defines a data operation scheme based on a plurality of tables stored in a database of the ERP system;
• responsive to receiving the request, generating, in runtime, by an object extractor, a data object from the plurality of tables, wherein the data object comprises a group of key-value pairs which collectively define the set of rules;
• generating, in runtime, by a prompt assembly proxy, a prompt based on the data object generated from the plurality of tables;
• sending, in runtime, by the configuration key explaining engine, the prompt to a large language model (LLM) through an LLM proxy;
• receiving a response from the LLM;
• and
• responsive to receiving the response, outputting, on the user interface of the ERP system, an explanation of the configuration key based on the response received from the LLM, wherein the explanation of the configuration key summarizes the set of rules in natural language,
• wherein generating the data object comprises:
• identifying a root table from the plurality of tables;
• and
• locating, among the plurality of tables, a subset of tables, wherein locating the subset of tables comprises tracing one or more foreign-key relationships confined within the plurality of tables.