Abstract
The present disclosure provides a method and a system for autonomous agent orchestrated data hydration. The method comprises receiving user input associated with a hydration request for a production environment data wherein the user input includes one or more datasets of the production environment data. The method includes analyzing a schema of one or more datasets based on the user input to generate dependency graphs for one or more datasets. The method includes classifying plurality of fields of the one or more datasets based on data sensitivity and the dependency graphs and synthesizing a transformation plan based on the classification of the fields. The method also includes implementing the transformation plan on one or more datasets to generate transformed data for each of the one or more datasets and propagating the transformed data to an orchestrator agent. The method includes validating the transformed data and revising the transformation plan based on the validation. Furthermore, the method includes implementing the revised transformation plan to generate accurate transformed data and propagate the transformed data to the target environment system.
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.
Recommended Citation
SOUMENDRA KUMAR MISHRA, "SYSTEM AND METHOD FOR AUTONOMOUS AGENT ORCHESTRATED DATA HYDRATION", Technical Disclosure Commons, (April 21, 2026)
https://www.tdcommons.org/dpubs_series/9874