hazard and damage data, and spreadsheet-based software for geospatial processing. Quantile Labs also offers custom advisory and modeling services that apply agent-based modeling, geospatial analytics, and stress testing to climate and geopolitical risks. These offerings support use cases such as portfolio exposure analysis, economic impact modeling, regulatory climate risk exercises, and supply chain risk assessment.