Emergent Mapping Intelligence is the orchestration layer above the individual models. It coordinates the Semantic Classification Engine, the Data Mapper Model and the Data Harmonization Model as one system, deciding what runs where, resolving disagreements between models, and scaling the whole architecture across customers and sites.