Lead strategy and architecture for the enterprise context layer powering AI: define authoritative sources, content standards, access and control models, connector and platform decisions, federated stewardship, and evaluation metrics to ensure reliable, permission-aware AI retrieval, grounding, and safe automated actions across the company.

Lead product-focused analytics and experimentation for core product and AI initiatives. Build propensity models and segmentation, run deep-dives, design experiments, create automated reporting and executive dashboards, and partner cross-functionally to drive data-informed product and business decisions.