Summary
AI and geospatial analytics were used to link biodiversity impacts to specific corporate assets across public markets portfolios. The system merged environmental data with company asset information to generate transparent, drill‑down risk insights. A scalable cloud‑based pipeline automated attribution across industries and geographies. This enabled investors to better assess nature‑related risks and integrate biodiversity considerations into investment strategies.