I build AI systems where hallucination is structurally impossible. Not prompted away — architecturally prevented. Every response retrieves from a verified, citation-locked fact library before it speaks. Built for regulated industries: healthcare, insurance, legal, finance. If your AI needs to be defensible, this is the engagement.