Library | Sustainable Finance Practices
ESG Integration and analysis
Tools, methodologies, and frameworks for embedding ESG factors into financial analysis, valuation, credit assessment, underwriting, and portfolio management, while separating out broader strategic elements.
Refine
668 results
REFINE
SHOW: 16
Why resilience starts with understanding extremes
Climate resilience requires understanding high-impact, low-probability tail risks. Rising temperatures are transforming extreme events into common occurrences. Using examples like the 2025 Los Angeles wildfires, this report advocates for assessing high-end warming scenarios and tipping points to evaluate the robustness of portfolios and assets against cascading physical risks.
WWF Risk Filter Suite
A free online screening suite from WWF featuring Water and Biodiversity Risk Filters. It helps financial institutions and companies identify nature-related physical and regulatory risks across portfolios using 80+ global datasets.
Faire Fonds Database
The Faire Fonds Database is a screening tool from Facing Finance and urgewald that analyses thousands of retail funds for controversial holdings. It identifies exposure to sectors like fossil fuels and weapons while highlighting potential greenwashing in ESG-labelled products.
Climate Risk Signals Explorer
The Climate Risk Signals Explorer is an AI-powered analytical tool by Climate Proof that tracks climate risk mentions in corporate earnings calls, helping finance professionals monitor physical and transition risks.
IBM Envizi Emissions
IBM Envizi Emissions is a data analytics platform and API that automates GHG Protocol-aligned emissions calculations. It enables organisations to integrate auditable ESG data into reporting workflows and performance management.
Closing the gender health gap: The investment case and capturing Australia's window of opportunity
This report identifies the gender health gap as a systemic market failure and significant investment opportunity. Closing this gap could boost the global economy by US$1 trillion annually by 2040. In Australia, the opportunity is valued at US$24.8 billion per year, offering a time-limited ten-year window for investors.
How certain can we be about NGFS Climate Scenarios?
This research analyses uncertainty in Network for Greening the Financial System (NGFS) climate scenarios across four vintages and 254 variables. It finds that revisions to initial conditions and model recalibration often exceed scenario and model uncertainty, requiring cautious interpretation in financial risk assessments.
Best practice transition plans for listed equity asset managers
Most listed equity managers now have a target. Fewer have a plan that shows how it will be met. By January 2024, 264 Net Zero Asset Managers signatories had had their targets reviewed. Method is no longer the hard part.
AI managed household portfolios: A preliminary report
This research investigates AI-managed household portfolios, finding that large language models recommend undiversified portfolios concentrated in high-momentum, large-cap technology stocks. While returns may exceed market benchmarks, they do not provide abnormal returns when adjusted for risk characteristics. Recommendations are primarily driven by media attention rather than investment skill.
Seeing the goal, missing the truth: Human accountability for AI bias
Research demonstrates that Large Language Models exhibit purpose-conditioned bias when informed of downstream tasks. Goal-aware prompting leads to in-sample overfitting and inflated performance before knowledge cutoffs. Results indicate that disclosing objectives compromises neutrality, necessitating the separation of measurement and evaluation in AI-assisted workflows to ensure statistical validity.
The Barbara and Morris Pearl 527 Interactive Database
The Barbara and Morris Pearl 527 Interactive Database tracks political donations from publicly traded US companies to 527 committees. Developed by the Center for Political Accountability, it helps finance professionals assess corporate governance and reputational risks related to political spending.
CPA-Zicklin Index of Corporate Political Disclosure and Accountability
This benchmark series evaluates corporate political disclosure and accountability practices among major US companies. It provides a structured analysis of transparency, board oversight, and spending policies for the S&P 500 and Russell 1000, enabling stakeholders to assess political risk and governance standards across different industries.
Climate-related disclosures: Insights from our reviews 2026
This Financial Markets Authority report reviews 62 climate statements from the second reporting period in Aotearoa New Zealand. It identifies improvements in reporting structures but highlights gaps in physical risk analysis and assurance compliance. Future monitoring will focus on education to improve data substantiation and risk disclosure quality.
The climate premium on commercial real estate insurance
This report analyses rising insurance costs in the United States commercial real estate sector. It finds that premiums have surged 154% since 2017, driven by climate risk and reinsurance trends. High-risk markets face significant valuation erosion, with multi-family properties particularly impacted by increased financial burdens and pricing volatility.
Coller FAIRR seafood index methodology: May 2026
The Coller FAIRR Seafood Index Methodology outlines the framework for assessing 20 global companies across 16 material topics. It details a bottom-up scoring process, ranging from 0 to 100, and a four-step production cycle. The index measures corporate maturity in response to environmental and social risks in the seafood industry.
ENCORE Insights: Country Dashboard
The ENCORE Insights: Country Dashboard is an interactive tool that maps how national economies and sectors depend on nature. Developed by Global Canopy, it helps finance professionals and regulators assess macroeconomic risks associated with nature degradation and ecosystem service dependencies.