Leveraging methodologies from Angel Lane Partners’ report on climate transition risk can guide this process effectively. The top-down market shock approach helps assess sector-level impacts on technology systems, while the bottom-up carbon cost sensitivity approach evaluates company-specific data to understand potential impacts. Additionally, cluster analysis aids in data calibration, ensuring precise assessments and informed decision-making. By incorporating these structured methods, businesses can enhance efficiency, reduce costs, and maintain a competitive edge, ensuring resilience and adaptability in a digital world.