This PDI working paper stress-tests four AI-driven labour displacement scenarios against US macro-financial data, modelling cascading losses across household debt, corporate credit, equities, pensions, insurance, and fiscal channels. Total economy-wide value at risk ranges from approximately $15–18 trillion (Light) to $62–72 trillion (Aggressive). Predistributive mechanisms are proposed as structural solutions.

This benchmark series assesses the quality and comprehensiveness of climate risk reporting by U.S. insurance companies against the Task Force on Climate-related Financial Disclosures (TCFD) framework. It tracks industry-wide reporting practices, disclosure maturity, governance, strategy, risk management, and metrics over time to evaluate progress in climate-related financial risk disclosure.

This report explores how inclusive financial institutions can build climate resilience for themselves and their clients. It outlines strategies for risk assessment, innovative risk financing, and adapting product offerings. By adopting a mutually beneficial approach, providers can maintain their social mission while navigating intensifying climate impacts.

This report examines the impacts of Hurricane Ida in south Louisiana, using a multi-hazard framework to attribute economic damages to historical and projected climate change. It finds that total damages were 19% higher in 2021 due to historical climate change and could be 76% higher by 2071.

This report examines the impact of digital innovation on financial health. It outlines opportunities in payments, credit, savings, and insurance, whilst highlighting emerging risks such as fraud, overindebtedness, and ill-suited investments. The authors propose policy responses to enhance regulatory frameworks and promote responsible digitalisation in financial services.

Climate Central’s database tracks the most costly U.S. weather and climate disasters since 1980, providing data on events causing $1 billion in damage.

This report presents a comprehensive framework and toolkit to help governments and stakeholders manage extreme heat risk. It provides actionable guidance, a maturity assessment tool, and strategies to operationalise governance and develop effective heat action plans across multiple sectors and timescales.

This research provides household-level estimates of flood risk exposure across socioeconomic groups in the US. It reveals that high-income households own a disproportionate share of floodplain property wealth, whilst a vulnerable subset of low-income, uninsured homeowners faces severe financial risks from flood damage and rising insurance premiums.

This report outlines how the degradation of global ecosystems threatens societal and economic resilience. It highlights immediate risks to food systems and health, long-term ecosystem tipping points, and the necessity of integrating biodiversity into financial models. Actuaries and policymakers are urged to adopt systemic, narrative-based risk management strategies.

This report explores how the insurance industry assesses physical climate risks for new social infrastructure projects. It identifies five key enablers to integrate climate resilience across project lifecycles, advocating for early stakeholder engagement and forward-looking risk assessments to ensure long-term asset insurability, bankability, and value in a changing climate.

C40 and Rebel outline how cities can structure urban adaptation projects to attract private finance, using ten case studies. Bankability depends on revenue logic, risk allocation, public de-risking, early financier engagement and credible monitoring.

TNFD’s Learning Lab is a free, open-access platform offering self-paced modules on nature-related issues and the TNFD framework. It provides videos, webinars, case studies and practical guidance to help finance and business professionals build capability in nature-related assessment, reporting and decision-making.

SAIL (Systems Aware Investing Launchpad) is an AI-enhanced platform developed by TIIP to support institutional investors in implementing system-level investing strategies. It provides tools for strategy development, benchmarking, reporting and collaboration, helping users assess and manage systemic environmental, social and financial risks.

Top1000funds Asset Owner Directory is an interactive database covering large global institutional investors, including pension funds and sovereign wealth funds. It provides publicly sourced information on assets under management, asset allocation, performance, governance and key personnel, alongside archived articles and analysis to support research into investment strategy and industry trends.

Provides guidance for directors on Australia’s mandatory climate reporting regime, outlining regulatory requirements, governance expectations, and disclosure obligations under AASB S2. Explains implementation timelines, assurance pathways, and practical steps to manage climate-related risks, opportunities, and reporting processes within corporate reporting frameworks.

OECD’s Green Finance and Investment series provides policy analysis and guidance to mobilise public and private finance for green growth. It examines how regulatory frameworks and investment strategies can scale funding for low-carbon, climate-resilient and resource-efficient infrastructure, technologies and businesses.