Establish the data quality, ownership, governance, and lifecycle controls needed to prepare configuration and asset data for responsible AI use, and work with ServiceNow Engineering, Data, Security, and Architecture to prioritize, implement, validate, and monitor AI-enabled capabilities that improve discovery, reconciliation, data quality, impact analysis, risk identification, and lifecycle decision-making.