The report discusses the use of unstructured data and AI, particularly large language models (LLMs), in investment processes. It discusses the benefits of fine-tuning these models to improve investment strategies and includes a case study on using AI in ESG investing.

The database of Asian mergers and acquisitions (M&As) in high-emission sectors reveals a steady, not increasing, trend from 2020 to April 2024. This shift of high-emission assets from public to private ownership, totalling USD 5-9 billion annually, raises concerns about reduced transparency and accountability in emissions reporting. While not accelerating, this trend has negative implications for investor stewardship and emissions disclosure.

This practical guidance report provides a principles-based approach that equips corporates with an understanding of the value of nature, identifies key frameworks, and encourages a call to action. It suggests implementing “no regrets” actions for risk mitigation while progressing work on key frameworks. It further recognises that taking actions now will create business value.

The US has a significant opportunity to decarbonise its industrial sector and boost its economy by transitioning to a circular economy. This report explores the economic and environmental benefits of circular solutions in key industries, such as batteries, construction, and electronics. It also analyses current US policies that support a circular economy and provides recommendations for further policy interventions to accelerate this transition.

This toolkit provides guidance on improving business practices under Australia's Modern Slavery Act. It emphasises effective stakeholder and supplier engagement, human rights due diligence, and the use of digital technologies. The toolkit includes practical examples and recommendations for businesses, governments, and civil society to better combat modern slavery.

This report outlines the risks financial institutions face due to land conversion and related financial crimes. It emphasises the convergence of land conversion with crimes like money laundering and corruption, highlighting the need for robust due diligence and risk assessment. It introduces an Environmental Crimes Financial Toolkit to aid institutions in mitigating these risks.

The report analysed the financial flows of 135 companies in ecosystem risk sectors and found that 22.1% (US$278b) of credit and 9.4% (US$65b) of investment came from EU-based financial institutions from 2015 to 2023. The report recommends that EU regulation should align finance with global environmental targets to prevent financial flows from contributing to ecosystem destruction.

This report explores how transition finance can help decarbonise high-emitting activities and other economic sectors. It offers recommendations to improve awareness, clarify transition activities and finance products, and mitigate associated risks. Collaborative efforts are needed to navigate the complex economic, regulatory, environmental, and technological landscape.

This report outlines global risks in 2024 and 2034, in an effort to provide insight to government and business leaders about the potential threats of the future. The report highlights potential global risks ranging from false information, economic uncertainty, climate change, AI dominance, to an increase in conflict and organised crimes.

The study underscores the necessity of macro-level planning for energy decarbonisation. It delves into the geographical intricacies and dynamics of mineral resource extraction during the transition, providing an empirical foundation to evaluate spatial impacts and demographic shifts. It reveals potential risks and disparities in risk distribution, emphasizing targeted planning's importance.

The 2024 XDI report ranks over 2,600 regions worldwide according to the projected damage to the built environment from extreme weather and climate change, including floods, wildfires and sea-level rises, and which of these regions are likely to see the largest escalation in damage from 1990 to 2050.

Explore the diverse offerings of BNP Paribas Group, a global leader in banking and financial services. From retail banking to corporate and institutional banking, their expertise spans various sectors. With a commitment to sustainability and innovation, they provide tailored solutions to meet the needs of clients worldwide.

This discussion paper highlights tools and opportunities for US investors to foster sustainable and responsible value creation in order to support more inclusive and thriving economy. It also discusses the risks posed to portfolios by social and environmental risks and how diversified investors can mitigate them.

This is a comprehensive and practical handbook by Transnational Institute and Institute for Policy Studies. This report outlines how to democratically marshal financial resources for a Global Green New Deal and to green the financial institutions by focusing on central banking, private banks, and financial markets towards tackling climate chaos.

This toolkit provides practical guidance for institutional investors to assess and address human rights risks within investment activities. With tools, case studies and standard-setting activities, this investor toolkit encourages proactive management of human rights risks.

Financial institutions (FI) across the world are increasingly recognising the risks and opportunities connected to coal, and many are reducing their exposure to the industry. The number of FIs withdrawing from coal is rapidly increasing, and this report catalogues the global trend towards coal withdrawal.