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Pensions in the age of artificial intelligence

CFA Institute
The report explores how artificial intelligence (AI) and machine learning (ML) can address challenges in global pension systems. It highlights AI's potential to enhance governance, personalisation, fraud prevention, and investment strategies while emphasising ethical implementation and data privacy considerations to optimise retirement outcomes and ensure system sustainability.
Research
17 December 2024

Our commitment to nature: Supporting biodiversity and sustainable land use through engagement

Federated Hermes
This paper outlines Federated Hermes' expectations and engagement priorities for sectors characterised by having high biodiversity impacts and dependencies. These include consumer goods and retail, agrochemicals, mining and materials, oil and gas, utilities, real estate and construction, and finance.
Research
2 February 2021

How business and finance can contribute to a nature positive future now

Business for Nature
This report provides an in-depth exploration of the term "nature positive" and its implications for business and finance. It aims to build a shared understanding and alignment on what nature positive means, offering insights and recommendations to drive meaningful action towards halting and reversing nature loss. This report is particularly valuable for investors as it clarifies the concept of "nature positive" and its relevance to investment strategies. It helps investors understand the risks and opportunities associated with nature loss and provides a framework for integrating nature-positive principles into investment decisions.
Research
17 October 2022

Following the money: Financial services' links to deforestation and forest degradation in Australia

Ernst & Young (EY)
This report examines the financial flows that drive deforestation and environmental degradation in Australia. It tracks investments and funding sources linked to activities that impact the environment, providing transparency and accountability. The report aims to inform stakeholders, including policymakers, investors, and the public, about the financial drivers of environmental harm and promote responsible investment practices.
Research
15 August 2023

Assessing portfolio impacts: Tools to measure biodiversity and SDG footprints of financial portfolios

World Wide Fund for Nature (World Wildlife Fund – WWF)
This resource includes a deep dive into tools that can be used now by financial institutions to measure the biodiversity and SDG footprint of their portfolios. This report supports investors in assessing the biodiversity impacts of their portfolios, providing methodologies and case studies to guide the evaluation and mitigation of biodiversity risks.
Research
24 June 2021

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

Beyond 'business as usual': Biodiversity targets and finance - Managing biodiversity risks across business sectors

United Nations Environment Programme
This report aims to enable a better understanding of the business sectors and financial mechanisms a risk from biodiversity destruction and lay the ground-work for target setting by the finance sector. It also supports investors in understanding the broader economic implications of biodiversity loss, offering insights and recommendations for integrating biodiversity into business and investment strategies.
Research
30 June 2020

Top 10 biodiversity-impact ranking of company industries

Finance for Biodiversity Foundation
This briefing paper employs four biodiversity impact measurement tools to provide biodiversity footprint scores of high-impact sectors and industries. It also provides investors with a ranking of companies based on their biodiversity impacts, helping identify high-impact areas and prioritise engagement and investment strategies.
Research
12 April 2023

Why nature’s future underpins the future of business

This extended article by the Financial Times captures how nature loss is impacting businesses across the globe, comparing and contrasting biodiversity loss with climate change. The challenges and opportunities for businesses presented by the nature crisis are also discussed, with the article closing by reinforcing the business case for responding to nature loss.
Research
30 November 2023

Biodiversity in the balance: How nature poses investment risk and opportunity

The white paper summarises and presents key information about biodiversity risks and opportunities for investors, drawing from prominent publications by a range of international agencies. The paper re-produces popular charts from papers such as the Millennial Ecosystem Assessment, WEF Nature Risk report series, and the WEF Global Risk Report to highlight the key investment/business case for biodiversity.
Research
11 January 2024

UN Environment Programme's emissions gap report series

United Nations Environment Programme
This benchmark report, produced by the United Nations Environment Programme, assesses the discrepancy between projected and necessary global greenhouse gas emissions to meet the Paris Agreement targets. It highlights the urgent need for enhanced mitigation actions and tracks progress on national commitments and policy implementations.
Benchmark/series

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

Exploring nature impacts and dependencies: A field guide to eight key sectors

Ceres
This field guide helps investors identify and assess nature-related impacts and dependencies across eight key sectors. It provides sector-specific insights and strategies for integrating nature considerations into investment decisions.
Research
26 March 2024

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
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