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Recommendations toward the development of scenarios for assessing nature-related economic and financial risks

Central Banks and Supervisors Network for Greening the Financial System
This technical document on nature scenarios develops a rationale for the necessity of such scenarios. It then sets out a step-wise approach to the design of such scenarios, as well as some preliminary considerations on the challenges linked to the design of nature scenarios and the potential benefits that overcoming those challenges could present for scenario design at large. This report offers investors recommendations for incorporating nature-related scenarios into financial risk assessments, helping to evaluate the potential impacts of biodiversity loss on financial stability.
Research
20 December 2023

Building a capital consortium for nature-positive investments

The report explores strategies to increase private sector investment in nature-positive projects. Using a capital continuum framework, it identifies barriers such as risk perception, funding gaps, and scalability challenges. Recommendations include development finance institution involvement, innovative funding models like DevCos, and strengthening voluntary carbon markets to provide price signals and liquidity.
Research
25 September 2023

Act now! The why and how of biodiversity integration by financial institutions

Finance for Biodiversity Foundation
This is an operational guide bringing together information that financial institutions need to be aware of when embarking on the process of biodiversity integration. It includes information on what other financial institutions are doing, regulations and policies, relevant scientific insights, and developments in the field of biodiversity measurement approaches. This guide aims to support all financial institutions in integrating biodiversity in their decision-making irrespective of their level of maturity on biodiversity.
Research
10 December 2022

Financing nature: Closing the global biodiversity financing gap

The report examines the economic case for protecting biodiversity, identifies market failures causing biodiversity loss, highlights the biodiversity financing gap, and recommends nine financial and policy mechanisms to close this gap and maintain ecosystem integrity. This report also supports investors in identifying investment opportunities in nature-based solutions by providing comprehensive analyses of financial mechanisms and case studies, encouraging the allocation of capital to biodiversity-friendly projects.
Research
15 September 2020

The financial stability implications of artificial intelligence

Financial Stability Board (FSB)
The report discusses the rapid adoption and integration of artificial intelligence (AI) in the financial sector, driven by advancements in technology and increasing operational efficiency. Key risks include dependencies on third-party providers, market correlations, and cyber vulnerabilities. Generative AI's accessibility could amplify systemic risks, necessitating enhanced regulatory frameworks, vigilant monitoring, and robust governance to ensure financial stability amid evolving AI technologies.
Research
14 November 2024

Developing responsible chatbots for financial services: A pattern-oriented responsible AI engineering approach

CSIRO
The report outlines a pattern-oriented engineering approach for responsible AI in financial services. It identifies challenges in scaling responsible AI, introduces a Responsible AI Pattern Catalogue for addressing lifecycle risks, and provides case studies on chatbot development. The study underscores governance, process, and product strategies to operationalise responsible AI principles effectively.
Research
28 February 2023

Biodiversity measurement approaches: A practitioner's guide for financial institutions (4th edition)

Finance for Biodiversity Foundation
This guide provides a comprehensive overview of tools and methodologies for financial institutions to assess biodiversity impacts and dependencies. It includes practical recommendations, evaluations of twelve tools, case studies, and guidance on marine biodiversity. The guide supports nature-related risk management, aligning with frameworks like TNFD and EU Biodiversity standards.
Research
15 November 2024

Finance for biodiversity: Guide on engagement with companies

Finance for Biodiversity Foundation
This guide is designed to support financial institutions that are looking for ways to engage with companies on biodiversity related issues. The guide includes practical information on engagement scope and approaches, collaborative engagements to join, guidelines for engagement, and how to escalate from engagement to voting.
Research
30 April 2022

Eliminating commodity-driven deforestation: Finance sector roadmap

Global Canopy
The Finance and Deforestation advisory group provides a time-bound roadmap for all types of financial institutions, including asset owners, pension funds, asset managers, insurers and banks at any stage of the process, to start eliminating deforestation, conversion, and associated human rights abuses from their financial portfolios by 2025. This Roadmap covers all asset classes, including equity, fixed income, project finance, and real assets.
Research
10 January 2023

Due diligence towards Deforestation-Free Finance: Guidance for financial institutions

Global Canopy
This guide provides detailed instructions for conducting due diligence in relation to deforestation-free supply chains. It offers practical steps and tools for businesses to identify, assess, and mitigate deforestation risks in their supply chains, promoting sustainable and responsible sourcing practices.
Research
25 April 2023

Conservation investment blueprints: A development guide

PricewaterhouseCoopers (PwC)
This guide outlines a comprehensive framework for developing and implementing conservation finance projects. It provides step-by-step instructions, best practices, and case studies to help project developers design, fund, and manage effective conservation initiatives. The guide aims to bridge the gap between conservation needs and financial investments.
Research
3 January 2018

Biodiversity finance reference guide

International Finance Corporation
This reference guide builds on the Green Bond Principles and Green Loan Principles as well as related resources, including the ICMA Handbook for Impact Reporting. It also aligns with targets in the recently adopted Global Biodiversity Framework. Both the Green Bond Principles and Green Loan Principles list biodiversity as an eligible use of proceeds. However, they do not provide a granular description of the types of projects that fit this category. The purpose of this reference guide is to address this gap and provide an indicative list of investment activities that contribute to protecting, maintaining, or enhancing biodiversity and ecosystem services and sustainably managing living natural resources through the adoption of practices that integrate conservation needs and sustainable development.
Research
14 June 2023

The BankTrack human rights benchmark reports

BankTrack
The BankTrack Human Rights Benchmark series evaluates commercial banks globally, with a global and regional focus including Latin America, Asia, and Africa. It assesses 50 of the world’s largest private sector commercial banks against the UN Guiding Principles on Business and Human Rights, examining policy commitments, due diligence, reporting, and remedy processes to ensure compliance with human rights standards.
Benchmark/series

Accountability for nature: Comparison of nature-related assessment and disclosure frameworks and standards

World Wide Fund for Nature (World Wildlife Fund – WWF)
This report provides an overview of the key methodological and conceptual trends among the private sector assessment and disclosure approaches on nature-related issues. It provides comparative research on seven leading standards, frameworks and systems for assessment and disclosure on nature-related issues
Research
31 January 2024

TNFD Tool Catalogue

Taskforce on Nature-related Financial Disclosures (TNFD)
Building on insights from the nature-related data catalyst, the TNFD has created a beta version of an online searchable Tools Catalogue, providing an overview of tools that organisations can use to apply to each phase of the LEAP approach. The catalogue will be continually updated.
Online tool/database

Sustainability Policy Transparency Toolkit (SPOTT) 

SPOTT supports the finance sector and supply chain stakeholders to manage ESG risks through transparency assessments of soft commodity producers and traders. It helps evaluate ESG practices of companies, guiding responsible investment decisions.
Online tool/database
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