LEDR orchestrates any underlying data, analytics, or user applications systems to work together to create a unified knowledge representation, or digital twin. This is done in a distributed way, as opposed to the traditional approach of having to extract, transform and load data into a centralized place before you can make use of it. Our solution also maintains all knowledge in a nicely curated, cataloged, and up-to-date manner rather than having to query and update analyses continually. There are significant security, privacy, scalability, and cost benefits using our approach.