Our technology stack combines domain-tuned LLMs with ontology-driven knowledge graphs, fusing dense vector embeddings and symbolic reasoning into one evidence-mining cortex. A ring-fenced AI pipeline choreographs micro-services, live ontology tagging, and neuromorphic prompts through a multi-agentic ecosystem, then streams outputs into an immutable audit ledger. A real-time reinforcement learning loop harvests every expert tweak, turning human insight into instant model upgrades—so each output ships faster, clearer, and regulator-ready.