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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.
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4 of 31 tools
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
Portfolio & Transition Risk
Assess portfolio-level sustainability and climate indicators, support investment analysis and produce regulatory sustainability metrics.
AI does: Machine learning and NLP aggregate, estimate and quality-check sustainability data across large issuer universes for portfolio analytics.
Enterprise / demo-led
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