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Engineering and Software as a service (SAAS) services featuring software using artificial intelligence (AI) for automating nuclear plant operations using a Deterministic Retrieval-Augmented Generation (RAG) model, executed entirely via local, on-disk storage and local GPU processing rather than relying on cloud computing, the artificial intelligence (AI ) software features scanning of document scans where source documents are made into traceable data records that carry exact provenance back to the original source document, for processing user queries to retrieve relevant information using a search strategy that prioritizes specific regulatory authority data for a strict query prompt that forces the artificial intelligence (AI ) software to formulate an answer using only the trusted source documents, the artificial intelligence (AI ) software also features a built-in Compliance Arbiter algorithm that analyzes the generated response to automatically refuse to guess answers to queries based on set parameters and will instead suppress the narrative query answer, and supply only the raw document citations or the artificial intelligence (AI ) software will forward the query to a human reviewer