It generative operations query analysis and deconstruction

A system, comprising:

• an interface configured to continuously obtain Information Technology (IT) telemetry data from a plurality of disparate IT platforms including a plurality of servers, network devices, and applications, the IT telemetry data associated with log files, system traces, metrics, alerts, and infrastructure configurations for monitoring and troubleshooting an enterprise IT system
• an IT telemetry structure database generated using the IT telemetry data, wherein the IT telemetry structured database is provided to a Large Language Model (LLM), the Large Language Model generating a plurality of schematic inferences from the IT telemetry structured database;
• a query deconstructor configured to receive an enterprise IT administrator query regarding the enterprise IT system, reference a plurality of query generation rules, and generate a plurality of subqueries using the enterprise IT administrator query and the plurality of query generation rules, wherein responses to the plurality of subqueries are generated using the LLM using the IT telemetry structured database, wherein the plurality of subqueries are used to generate an LLM response to the enterprise IT administrator query.