Enterprises struggle with inconsistent metrics because business meaning is redefined across BI, databases, and AI systems. This session introduces a compiler-based approach to enterprise semantics that engineers definitions once and deploys them consistently wherever they are used. Attendees will learn how this approach reduces metric sprawl, modernizes BI, and creates a trusted semantic foundation for AI—without rebuilding existing platforms.