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
31 of 31 tools— add a role or institution filter to get to a shortlist of 3–5.
Portfolio & Transition Risk
Screen bonds and issuers for climate credibility, transition alignment and potential greenwashing in fixed-income portfolios.
AI does: NLP extracts climate evidence from issuer documents; ML classifies instruments and issuer-level climate credentials.
Commercial / contact vendor
Portfolio & Transition Risk
Research climate laws, NDCs, policy instruments and climate-finance commitments to identify transition-policy signals, compare jurisdictions and support regulatory or market analysis.
AI does: Domain-specific NLP, semantic search and ML classifiers structure climate-policy documents and extract concepts and targets; open models and data support traceable research.
Free / open source
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
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