Powered by data from Trase Earth, Forest IQ has been developed to support banks and investors assess and manage their exposure to deforestation risk. Forest IQ provides market leading data about corporate performance on deforestation impacts, land conversion, and natural ecosystem and human rights abuses. Trase Earth offers open source data that is free to download.

The hub hosts a collection of tools and guidance to help financial institutions harmonise environmental and social impact monitoring for sustainable land use finance.

EXIOBASE is a global, detailed Multi-Regional Environmentally Extended Supply-Use Table (MR-SUT) and Input-Output Table (MR-IOT). It was developed by harmonising and detailing supply-use tables for a large number of countries, estimating emissions and resource extractions by industry.

The report examines the impact of generative AI on American jobs, noting significant disruption in both cognitive and nonroutine tasks, particularly in middle- and high-wage sectors. It highlights the need for policies that engage workers in AI’s deployment, enhance worker rights, and ensure AI-driven advancements benefit workers while minimising risks.

This handbook provides a comprehensive overview of artificial intelligence (AI) and big data applications in investments. It covers topics such as machine learning, natural language processing, trading algorithms, and AI-driven customer service. Aimed at finance professionals, it offers insights into practical use cases, challenges, and evolving trends in AI adoption, making it a valuable resource for those navigating the integration of these technologies in investment strategies.

KnowTheChain’s benchmark evaluates corporate efforts to address forced labour in global supply chains. It assesses companies across sectors using indicators such as worker rights, transparency, and risk management. This tool helps finance professionals and investors identify risks and drive improvements in corporate labour practices, promoting ethical and responsible investment decisions.

The report explores the energy challenges posed by AI adoption, highlighting concerns among IT managers about increased energy consumption and uncertainty regarding its impact on sustainability. The research underscores the need for enhanced energy efficiency and green energy solutions to meet ESG goals without hindering AI deployment.

This guide provides essential guidelines for companies and investors to enhance human rights due diligence, particularly in supply chains. It emphasises transparency, risk assessment, and responsible purchasing practices to combat forced labour. The guide also offers practical examples and benchmarks, helping stakeholders align with global standards and improve corporate disclosures.

The Natural Capital Protocol provides a step-by-step guide for businesses to measure, value, and integrate natural capital into their operations. Divided into 9 stages, this comprehensive guide offers a practical approach to assess material risks and opportunities, communicate with stakeholders, and make informed decisions towards sustainable business practices.

This report provides actionable insights for investors exploring the integration of Responsible AI (RAI) in their investment decisions. It offers a framework to assess the environmental, social, and governance (ESG) implications of Artificial Intelligence (AI) usage by companies. The report includes case studies of globally listed companies and a set of templates to support investors in implementing the framework.

The report evaluates asset managers' strategies aligning with the Race to Zero goal of limiting global warming while considering the possibility of a different climate scenario. It finds impactful environmental approaches might pose fiduciary challenges. Authors propose revising commitments to enhance climate impact while upholding fiduciary duties.

The expected return of green securities relative to brown is a crucial impact measure for ESG investors, and the greenium is more negative in greener countries and over time. The equity greenium has become more negative over time. The proposed robust green score combined with forward-looking expected returns yields a more precisely estimated annual equity greenium.

The report explores the risks and impact of climate change on a global scale. The report emphasises the need for a realistic risk assessment urgently and laying out a blueprint on developing a Planetary Solvency framework.

This report outlines key components for a credible corporate transition plan aligned with net-zero pledges under the Net Zero Investment Framework (NZIF). The guidance aims to help investors assess corporate emissions targets and progress towards decarbonisation. It is designed to be applicable across different sectors and geographies.

The report emphasizes the role of responsible business in advancing the Sustainable Development Goals (SDGs) and highlights the importance of local networks in mobilizing a global movement of companies committed to advancing the SDGs through capacity-building, awareness-raising, and collaboration.

This report highlights the need for private sector involvement in achieving the Sustainable Development Goals (SDGs) of the 2030 Agenda. It showcases the progress made so far by various companies and organisations and the role they play in building a better world through responsible business practices.