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Engaging the ICT sector on human rights: Artificial intelligence-based technologies

Investor Alliance for Human Rights
This report examines the human rights risks associated with artificial intelligence in the ICT sector. It offers guidance for rights-respecting AI development, outlines regulatory frameworks, presents the business rationale for ethical AI, and supports investor engagement with practical tools and questions for assessing AI-related corporate practices
Research
9 April 2025

Starting up: Responsible investment in venture capital

Principles for Responsible Investment (PRI)
This report examines how environmental, social, and governance (ESG) factors are being adopted in venture capital. It outlines current practices, challenges, and industry-specific considerations, and highlights the need for tailored guidance, collaboration, and early-stage engagement to advance responsible investment across the venture capital ecosystem.
Research
19 January 2022

Navigating portfolio exposure to conflict-affected and high-risk areas: Practical guidance for investor engagement with companies

Heartland Initiative
This report offers practical guidance for investors engaging companies on managing conflict-affected and high-risk area (CAHRA) exposure. It highlights legal obligations, best practices in heightened human rights due diligence, and governance strategies, drawn from pilot dialogues with tech and renewable energy firms. Recommendations target risk mitigation aligned with global standards.
Research
30 April 2025

The saliency-materiality nexus: Addressing systemic risks to people and portfolios in a turbulent world

Heartland Initiative
This report introduces the saliency-materiality nexus, a framework linking severe human rights harms to financially material risks in conflict-affected areas. It highlights case studies totalling over $85 billion in losses and offers guidance for investors on due diligence, portfolio risk management, and alignment with legal and ethical responsibilities.
Research
23 August 2024

How to identify human rights risks: A practical guide in due diligence

Principles for Responsible Investment (PRI)
This guide outlines a structured approach for investors to identify and prioritise human rights risks across countries, sectors, and companies. It supports due diligence through risk mapping, severity assessment, and prioritisation frameworks, promoting responsible investment aligned with international human rights standards.
Research
5 June 2023

Pensions in the age of artificial intelligence

CFA Institute
The report explores how artificial intelligence (AI) and machine learning (ML) can address challenges in global pension systems. It highlights AI's potential to enhance governance, personalisation, fraud prevention, and investment strategies while emphasising ethical implementation and data privacy considerations to optimise retirement outcomes and ensure system sustainability.
Research
17 December 2024

Blockchain for sustainability: A systematic literature review for policy impact

The report reviews blockchain's role in sustainability, analysing 10,188 studies. It highlights blockchain's potential in supply chain management, energy systems, and IoT-based solutions like smart cities. However, gaps persist in aligning blockchain applications with global ESG regulations and carbon trading mechanisms. Recommendations aim to improve blockchain's utility in achieving net-zero goals.
Research
17 October 2023

Responsible investment and blockchain

Principles for Responsible Investment (PRI)
The report explores blockchain technology's relevance to responsible investment, highlighting its potential to enhance transparency, automate processes, and improve ESG data tracking. It discusses blockchain's implications for shareholder voting, decentralised systems, financial inclusivity, and sustainability. Practical challenges, including regulation, technical integration, and energy use, are also addressed. .
Research
17 April 2018

Developing responsible chatbots for financial services: A pattern-oriented responsible AI engineering approach

CSIRO
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.
Research
28 February 2023

Net Environmental Contribution (NEC) metric

This tool measures the environmental impact of economic activity, company, or sector, to deliver a net contribution value on -100% to +100% scale, using physical data from across the value chain. It can be applied at company, portfolio, index, product/source levels. Includes qualitative and quantitative criteria on biodiversity.
Online tool/database

Forest IQ

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.
Online tool/database

Land use finance impact hub 

United Nations Environment Programme
The hub hosts a collection of tools and guidance to help financial institutions harmonise environmental and social impact monitoring for sustainable land use finance.
Online tool/database

The finfluencer appeal: Investing in the age of social media

CFA Institute
The report titled examines the role of financial influencers ("finfluencers") in shaping investment decisions, especially among Gen-Z investors. It highlights the regulatory challenges posed by finfluencers, explores their content's appeal to younger audiences, and provides recommendations for enhancing financial literacy and regulatory frameworks.
Research
23 January 2024

KnowTheChain's benchmark tool

Business and Human Rights Resource Centre
KnowTheChain’s benchmark evaluates corporate efforts to address forced labour in global supply chains. It assesses companies across sectors using indicators such as worker rights, transparency, and risk management. This tool helps finance professionals and investors identify risks and drive improvements in corporate labour practices, promoting ethical and responsible investment decisions.
Benchmark/series

Natural Capital Protocol

Capitals Coalition (CapsCo)
The Natural Capital Protocol provides a step-by-step guide for businesses to measure, value, and integrate natural capital into their operations. Divided into 9 stages, this comprehensive guide offers a practical approach to assess material risks and opportunities, communicate with stakeholders, and make informed decisions towards sustainable business practices.
Research
8 July 2016

The Authenticity Advantage

future.focus
This benchmark report highlights the link between authentic sustainability and improved business outcomes in Australian organisations. The report introduces the Authenticity Index™, measuring commitments, culture, and communication, demonstrating that high-scoring businesses experience better talent acquisition, productivity, retention, innovation, resilience, and profitability.
Research
11 December 2023
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