The technologies used include ontology-based ingestion, multiple latent spaces, multi-modal ingestion and retrieval, anti-hallucination techniques, advanced provenance strategies, and a very heterogeneous data storage model. Lead end-to-end delivery of AI (AI, Machine learning, Large Language Models, and other techniques) programs, including research, solution or model development, evaluation, and prototype development.