Experience utilizing AI-enabled analytics, automation, or business intelligence solutions to improve reporting, operational performance, or decision support Demonstrated experience managing data quality, validation, and governance protocols specifically for data pipelines that feed AI, machine learning, or automated workflow engines. Through advanced reporting and monitoring capabilities, enable budget holders and University leadership to measure operational performance, monitor compliance with procurement and payment policies, identify risks and opportunities, and support data-driven decision-making.