This investment checklist is a concise guidance document, aimed at investors and venture capitalists considering whether to invest in tech companies. The checklist presents a 12-point criteria touching on design and provision of services, community guidance, safety reviews, user tools, and proactive steps to inform users about safety policies.

Generative AI is a subset of AI/ML that creates new content. It offers enhancements to efficiency and customer experience, as well as advantages to risk management and compliance reporting. However, the deployment of GenAI in the financial sector requires the industry to recognise and mitigate the technology's risks comprehensively; financial institutions must strengthen their cybersecurity and regulatory oversight capacities.

This report provides an overview of the main human rights instruments and adverse impacts of the ICT sector in conflict-affected areas, emphasising its role in promoting security and other human rights while highlighting the potential risks of new technologies in this context. It also includes investor guidance to help evaluate if companies are meeting their human rights responsibilities.

This report offers a comprehensive guide for effectively managing risk in machine learning models. It presents a framework that enables data science and compliance teams to create better, more accurate, and more compliant models. The report stresses the importance of understanding the data used by models and implementing three lines of defence to assess and ensure their safety.

IDEEA Group is a consultancy specialising in natural capital accounting, a method to measure the value of nature's benefits. They help businesses understand the environmental impact of their activities through data and scientific methods.

Deutsche Bank is a global financial institution offering a wide range of banking and financial services. It operates globally, providing services in corporate banking, investment banking, asset management, and retail banking. Explore Deutsche Bank for comprehensive financial solutions and international banking expertise.

UBS is a leading global financial institution providing a range of services, from wealth management to investment banking. Explore their offerings and financial solutions at https://www.ubs.com/au/en.html.

Tiedemann Advisors is a prominent financial advisory firm specialising in sustainable and impact investing. Visit our website for comprehensive wealth management services, ESG strategies, and socially responsible investment solutions. With a commitment to financial stewardship, Tiedemann Advisors empowers clients to align their wealth with their values for a purpose-driven financial future.

Explore Palladium's website for insights into this global impact firm. Specialising in sustainable development, Palladium leverages business solutions to address complex challenges. Discover their innovative projects, diverse expertise, and commitment to creating positive societal impact across sectors, shaping a sustainable future.

Explore sustainable business practices with Future-Fit Business. A leading organisation in the sustainability realm, it offers practical tools and resources to guide companies towards a resilient and responsible future. Unlock insights on environmental, social, and governance (ESG) considerations for a future-fit business strategy.

Explore valuable insights at the IBM Institute for Business Value. Uncover industry-leading research, reports, and perspectives on key business challenges. Navigate through thought-provoking analyses on topics like digital transformation, innovation, and emerging technologies. Elevate your business strategy with data-driven expertise from IBM, a global leader in technology and consulting.

Hermes: Global leader in active, responsible investment, merging sustainability with long-term returns. Expertise across equities, credit, and private markets.

The Institute and Faculty of Actuaries (IFoA) is a professional body for actuaries, supporting and representing members globally. As experts in risk management and financial modelling, IFoA members contribute to various sectors, including insurance, pensions, and investment. Explore our site for insights into actuarial science and professional development.

HSBC is a leading global bank offering a wide range of financial services. Explore www.hsbc.com for comprehensive banking solutions, including personal and business accounts, loans, and investments. Learn about their international presence and commitment to facilitating global financial transactions with a focus on customer service and innovation.

Citigroup is a global financial institution facilitating banking and financial services. Explore www.citigroup.com for insights into their diverse offerings, including banking, investment, and wealth management solutions. Discover how Citigroup contributes to the global financial landscape, serving individuals, corporations, and governments with a broad spectrum of financial products and services.

TIFS is a network of investors and others who are interested in regenerative agriculture. The organization works to connect investors with businesses that are working to improve the food system. TIFS also shares information and resources with its members.