System and method for organization semantics model

A system, comprising:

• a first database storing a first plurality of resource data associated with a first organization;
• a second database different than the first database, wherein the second database stores a second plurality of resource data associated with a second organization;
• and
• an organization semantics subsystem comprising one or more processors and an organization semantics model, wherein the organization semantics model is a language-learning model trained on the first plurality of resource data and the second plurality of resource data, the organization semantics subsystem configured to:
• receive an input query;
• determine an optimal action plan comprising a sequence of steps to be executed to address the input query;
• select one or more tools, agents, or workflows to perform defined tasks at each step;
• synthesize responses from the selected one or more tools, agents, or workflows to generate a summarized response, wherein synthesizing the responses comprises utilizing the organization semantics model to generate organization-specific responses utilizing terminology consistent with usage of the first organization or the second organization based on whether the input query corresponds to the first organization or the second organization;
• and
• generate a modified response comprising a subset of the synthesized responses generated from the first database or the second database.

A method, comprising:

• receiving an input query;
• identifying an entity associated with the input query;
• retrieving a data schema based on the entity;
• generating a structured query language input based on the data schema;
• determining an organization associated with the input query;
• and
• utilizing an organization semantics model to generate a response based on the structured query language input, wherein the organization semantics model is a language-learning model trained to generate organization-specific responses, and wherein the response utilizes terminology consistent with usage of the organization associated with the input query.