Methods and systems for automatically evaluating data structures and data management documentation for compliance with relevant standards, requirements, and policies

Abstract

Various embodiments include methods and systems for automatically evaluating data structures and/or data management documentation for compliance with relevant standards, requirements, and policies. Various embodiments provide a framework for automating compliance reviews of data structures and/or data management against the latest version of standards, requirements, and policies. Methods may include transforming input requests for analysis and data structures and/or data management documents into formats suitable for processing by a large language model (LLM), prompting the LLM to identify concepts and/or elements that are likely subject to a standard, requirement, or policy, submitting a query to a vector database to identify standards, requirements, or policies relevant to the requested analysis and documents, prompting the LLM to assess compliance the data structures and/or data management documents with standards, requirements, or policy, and producing a report on compliance of the data structures and/or data management documents with the relevant standards, requirements, or policies.