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Reference

Use cases in this directory

Every tool is mapped to the use case it primarily serves. Open any one to see the matching tools.

Physical Risk & Scenario Analysis

Acute hazards (flood, wildfire, storm, heat) and chronic shifts modelled at asset and portfolio level, including forward-looking scenarios and stress testing.

10 tools

Carbon & Emissions

Measuring, estimating and reducing the greenhouse gas footprint of operations, value chains and financed activity.

5 tools

Disclosure & Reporting

Producing, assuring and maintaining disclosures against ISSB / IFRS S2, CSRD / ESRS and other regimes.

5 tools

Portfolio & Transition Risk

Aggregated exposure across holdings, counterparties and lending books, plus policy, technology and market shifts as economies decarbonise.

4 tools

Supply Chain & Due Diligence

Exposure carried through suppliers and logistics — emissions, disruption and regulatory due-diligence obligations.

3 tools

General AI & Productivity

General-purpose assistants applied across the above — research, drafting, summarising and analysis of material you provide.

3 tools

Nature & Biodiversity

Dependencies and impacts on ecosystems, biodiversity and natural capital, and how they translate into financial exposure.

1 tool

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Directory adapted from David Carlin’s Digest: 20+ AI Tools for Climate Risk Management.

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