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Handbook of artificial intelligence and big data applications in investments
This handbook provides a comprehensive overview of artificial intelligence (AI) and big data applications in investments. It covers topics such as machine learning, natural language processing, trading algorithms, and AI-driven customer service. Aimed at finance professionals, it offers insights into practical use cases, challenges, and evolving trends in AI adoption, making it a valuable resource for those navigating the integration of these technologies in investment strategies.
Understanding the drivers of investment portfolio decarbonisation
The report discusses emissions attribution analysis for net-zero investment portfolios. It highlights key decarbonisation drivers, including portfolio reallocation, real-world emissions reductions, and changes in data coverage. The analysis helps financial professionals understand and steer investment strategies toward decarbonisation, aligning with climate goals set by the UN-convened Net-Zero Asset Owner Alliance.
The role of commercial paper in the sustainable finance market
This report explores the growing role of commercial paper (CP) in sustainable finance, focusing on its use in financing green and sustainable projects. It categorises CP into Use of Proceeds and Sustainability-Linked CP, discussing market data, feasibility, and challenges.
Sustainable finance in Asia: A comparative study of national taxonomies
This report compares national sustainable finance taxonomies in Asia, highlighting the variability in standards and approaches. It underscores the need for greater alignment with international frameworks to reduce inconsistencies, enhance clarity, and promote sustainable investments. Differences in fossil fuel treatment and transition finance provisions pose challenges to harmonisation and investor confidence.
Bioscience's annual state of the climate reports
This series offers an annual overview of climate trends, examining key indicators and events that impact the global environment. It provides insights into planetary vital signs, climate impacts, and extreme weather, making it an essential resource for finance professionals seeking to understand the implications of climate change on economic systems.
Nature-related litigation: Emerging trends and lessons learned from climate-related litigation
This report explores emerging trends in nature-related litigation, focusing on biodiversity, deforestation, ocean degradation, and plastic pollution. It highlights the legal risks for the financial sector and calls for increased monitoring. Lessons from climate-related litigation are applied to nature protection strategies, impacting regulatory and corporate practices.
Climate-related litigation: recent trends and developments
The report highlights the growing volume and diversity of climate-related litigation. It outlines legal trends targeting financial and non-financial institutions and governments, with significant implications for financial risks and reputational damage. The report emphasises the potential increase in litigation tied to climate disclosure laws, greenwashing, and corporate responsibilities.
How cheap talk in climate disclosures relates to climate initiatives, corporate emissions, and reputation risk
The report examines the relationship between corporate climate disclosures, cheap talk, and actual climate initiatives. It highlights how voluntary disclosures often suffer from superficiality, while targeted climate actions reduce cheap talk. Findings suggest cheap talk correlates with higher emissions and reputation risks, offering insights into the credibility of climate commitments.
Finternet: the financial system for the future
The report outlines a vision of interconnected financial ecosystems powered by digital innovation. By leveraging technologies like tokenisation and unified ledgers, it aims to create a user-centric, inclusive financial system that lowers costs, improves access, and increases efficiency globally.
The finfluencer appeal: Investing in the age of social media
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.
No data, no deal? Impact measurement and capital flows to achieve climate-compatible growth
This report explores the challenges and importance of impact measurement and management (IMM) in directing capital to climate-friendly projects, particularly in emerging markets. Through investor interviews and case studies, it highlights the need for standardised IMM to enhance transparency, avoid 'impact-washing', and ensure equitable access to capital for underrepresented markets like Zambia.
UNEP's state of finance for nature series
This series tracks global financial flows to nature-based solutions (NbS) and highlights the gaps between current investments and what is needed to address biodiversity loss, land degradation, and climate change. It examines both public and private sector funding, while also focusing on nature-negative financial flows.
Aligning corporate value chains to global climate goals
This discussion paper explores the importance of scope 3 emissions in corporate climate targets. It discusses challenges in current scope 3 target-setting practices, potential solutions, and strategies for decarbonising value chains. The report aims to enhance corporate climate action, aligning businesses with global climate goals while promoting stakeholder engagement for future standards.
Financing for sustainability: Asia-Pacific's ESG market opportunities
The report examines the integration of ESG factors into mainstream finance in the Asia-Pacific region. It highlights challenges like greenwashing, regulatory uncertainty, and macroeconomic instability. It also outlines opportunities for sustainable finance growth, driven by data integrity, net-zero commitments, and evolving regulatory frameworks.
Combining AI and domain expertise to assess corporate climate transition disclosures
This paper introduces an assessment framework for corporate disclosures on climate transition strategies. It identifies 64 indicators from 28 frameworks, develops a natural language processing (NLP) tool to automate disclosure assessment, and analyses disclosures of carbon-intensive companies. The findings reveal that companies often prioritise reporting targets over concrete implementation actions.
Ulula
Ulula offers innovative solutions for responsible supply chains and worker engagement. Their platform provides real-time data collection and analysis to help organisations monitor human rights risks and ensure ethical sourcing. Ulula enables businesses to drive transparency, reduce modern slavery risks, and meet global sustainability and compliance standards effectively.