Partner with data stewards and SMEs to confirm source-of-truth logic, asset hierarchy, equipment identifiers, alarm definitions, inspection data, maintenance data, and operational rules. Experience supporting AI use cases related to asset health, alarms, inspections, maintenance optimization, work planning, or operational risk.