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.

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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.
Research
10 March 2026

WWF Risk Filter Suite

World Wide Fund for Nature (World Wildlife Fund – WWF)
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.
Online tool/database

Faire Fonds Database

Urgewald
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.
Online tool/database
22 November 2019

Climate Risk Signals Explorer

Climate Proof
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.
Online tool/database
11 September 2025

IBM Envizi Emissions

IBM Institute for Business Value
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.
Online tool/database
28 April 2026

Closing the gender health gap: The investment case and capturing Australia's window of opportunity

The Centre for Sex and Gender Equity in Health and Medicine
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.
Research
13 July 2026

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.
Research
9 July 2026

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.
Article
4 September 2026

AI managed household portfolios: A preliminary report

National Bureau of Economic Research (NBER)
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.
Research
26 April 2026

Seeing the goal, missing the truth: Human accountability for AI bias

National Bureau of Economic Research (NBER)
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.
Research
22 April 2026

The Barbara and Morris Pearl 527 Interactive Database

Center for Political Accountability
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.
Online tool/database
19 November 2024

CPA-Zicklin Index of Corporate Political Disclosure and Accountability

Center for Political 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.
Benchmark/series
6 November 2025

Climate-related disclosures: Insights from our reviews 2026

Financial Markets Authority (FMA)
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.
Research
26 May 2026

The climate premium on commercial real estate insurance

First Street
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.
Research
14 May 2026

Coller FAIRR seafood index methodology: May 2026

Farm Animal Investment Risk and Return (FAIRR)
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.
Research
1 May 2026

ENCORE Insights: Country Dashboard

Global Canopy
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.
Online tool/database
10 December 2025
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