Resource
A practical directory of 31 specialist and general-purpose AI tools mapped to climate-risk and sustainability workflows. Filter for your role, institution and use case, and read what the AI does in each tool, and check straight away whether you can try it for free.
Updated 3 September 2026. A discovery directory — not a procurement recommendation or model-validation assessment.
Start with your job
10 of 31 tools— add a role or institution filter to get to a shortlist of 3–5.
Physical Risk & Scenario Analysis
Screen assets and portfolios for physical hazards, vulnerabilities and potential financial impacts under different climate scenarios.
AI does: AI-enabled geospatial modelling and scenario analytics support asset-level hazard, vulnerability and financial-impact assessment.
Free trial / paid
Physical Risk & Scenario Analysis
Assess long-term asset and supply-chain climate exposure, compare locations and build adaptation strategies; monitor near-term extreme weather where operational decisions require it.
AI does: AI and machine learning combine climate and operational datasets; ML-based impact functions translate hazards into asset and supply-chain impacts and hyper-local forecasts.
Enterprise / demo-led
Physical Risk & Scenario Analysis
Assess property- and asset-level physical and transition exposures using location intelligence and regulatory context.
AI does: Inference-driven risk models and GeoLLM-style location intelligence combine geospatial, hazard and regulatory data.
Commercial / contact vendor
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