Comprehensive KPI and KRI framework demonstrating AI program effectiveness. Defines operational metrics, risk indicators, compliance measurements, and business value metrics. Includes ROI calculation methodologies, benchmarking approaches, and dashboard design. Links metrics to strategic objectives and risk appetite. Enables data-driven decision making, continuous improvement, and stakeholder communication about program performance and value delivery.
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