Summary
Used machine learning to enrich large-scale geospatial asset data for climate risk analysis. Automated ingestion and processing of structured and unstructured data across portfolios. Enabled investment professionals to assess climate exposures with greater depth and consistency. Supported more informed risk management and strategic allocation decisions.