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.

The study investigates the relationship between food security, environmental sustainability, and Sustainable Development Goals (SDGs) in 63 countries from 2010–2021. Key findings highlight that promoting agricultural exports, sustainable farming, and reducing food imports positively impact economic growth and alleviate poverty. Environmental degradation negatively affects growth, affirming the need for green policies to achieve SDGs inclusively.

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.

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.

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.

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 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.

This document is designed to support businesses with navigating various biodiversity measurement approaches currently available. A navigating wheel and classification system has been developed to support interpretation.

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.

Business for Nature is a global coalition uniting over 100 business and conservation organisations, along with forward-thinking companies. It promotes credible corporate action and advocates for ambitious governmental policies to establish a nature-positive economy by 2030.

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.

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

This spatial tool shows countries and provinces' average exposure to six of the Aqueduct 3.0's water risk indicators: baseline water stress, riverine flood risk, and drought risk.

Aqueduct's global water risk mapping tool helps companies, investors, governments, and other users understand where and how water risks and opportunities are emerging worldwide. The Atlas uses a robust, peer reviewed methodology and the best-available data to create high-resolution, customizable global maps of water risk.

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.