Develop ontologies, models, and standards to define and organize Siri's understanding.  
Create, validate, and review requests for ontology changes. 
Develop data strategies for training and evaluating models including human-authored/annotated data and synthetic data.
Own requirements related to ontology tools, metrics, and process improvements. 
Work with cross-functional teams to gather requirements across components and negotiate inter-team constraints.