HeyDonto AI builds Axiomera, a peer-reviewed semantic intelligence platform for enterprise data, and three vertical companies: Conduit (dental interoperability), Quantara Health AI (oncology and clinical intelligence), and Nadir AI (aerospace fleet health). The company focuses on resolving ambiguous data in enterprise AI, particularly in healthcare, by making data interoperable, harmonized, and AI-ready.