This course positions the asset manager as a strategic data intelligence leader who leverages predictive modeling and applied AI to navigate uncertainty. Students will learn to audit organizational data maturity, interpret deterioration curves to pinpoint optimal intervention windows, and utilize formal multi-criteria frameworks to optimize investment priorities. The modules utilize structured scenario planning to stress-test strategic assumptions and balance complex financial and social trade-offs.