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.

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.

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.

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.

This guide is designed to help companies reap the benefits of responsible advocacy and respond to rising stakeholder expectations. It sets out the steps companies should take to align their nature advocacy with their nature ambition. This guide can be used by investors to better understand expectations being set for companies, and to also guide their own development of nature policies.

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.

NatSTART is a toolkit being developed by the Climate Leaders Coalition to support businesses to scope out and screen for nature-related risks. It is designed to support firms to integrate nature into their business strategies, starting with locating their interface with nature. It Provides guidelines for integrating biodiversity and climate considerations into business and policy decisions.

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.

The report synthesises research between 2020-2024 on preventing adult exploitation and trafficking. It highlights limited evidence on early intervention, re-trafficking prevention, and primary prevention. Recommendations include better prevention systems, multi-agency collaboration, addressing root causes, and evaluating effective trade and governance practices.

Generative AI enables the rapid creation of synthetic content, offering both opportunities and risks. This report examines challenges like disinformation and fraud, outlines technical and regulatory strategies, and explores trade-offs with privacy. Techniques discussed include watermarking, provenance tracking, and legal frameworks, aiming to enhance transparency while safeguarding privacy.

Chatham House's circulareconomy.earth is a platform that enables users to explore policy and trade dynamics related to the transition from linear to circular economic models. It offers analyses of opportunities and trade-offs associated with such transitions.

The report explores the concept of interconnected justice in global climate and nature transitions. It highlights the need for policies that integrate environmental, social, and economic dimensions, advocating multi-actor dialogues and frameworks to mitigate cross-border inequalities.

The report evaluates progress in corporate and financial net zero policies across G20 nations. It highlights uneven adoption, notable gaps in ambition, and policy divergence. While disclosure and taxonomies advance, integration of just transition, adaptation, and nature remains limited. The report calls for global alignment to meet 1.5°C targets.

Integrated climate and nature policy forecasting data and matrix, developed by Inevitable Policy Response, downloaded through the PRI. The document outlines forecasted policy responses that include both nature and climate policies.

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.

IRIS+ provides streamlined, practical, how-to guidance on integrating social and environmental factors into investment decision making. It is free to use.