100+ datasets found
  1. Preferred ESG data providers among Institutional investors 2024

    • statista.com
    Updated May 7, 2025
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    Statista (2025). Preferred ESG data providers among Institutional investors 2024 [Dataset]. https://www.statista.com/statistics/1488353/preferred-esg-data-providers-among-institutional-investors-in-europe/
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    Dataset updated
    May 7, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Nov 2024
    Area covered
    Worldwide
    Description

    As of 2024, Sustainalytics was the third most popular source for Environmental, Social, and Governance (ESG) data among institutional investors. Bloomberg ranked second, with ** percent of survey respondents stating they used this source for ESG data. MSCI was the leading source among institutional investors surveyed, with ** percent of investors having a preference for this source.

  2. D

    AI-Driven ESG Reporting Market Research Report 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Jun 28, 2025
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    Dataintelo (2025). AI-Driven ESG Reporting Market Research Report 2033 [Dataset]. https://dataintelo.com/report/ai-driven-esg-reporting-market
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    pdf, pptx, csvAvailable download formats
    Dataset updated
    Jun 28, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    AI-Driven ESG Reporting Market Outlook




    The global AI-Driven ESG Reporting market size reached USD 2.18 billion in 2024, according to our latest research, and is expected to grow at a robust CAGR of 21.3% during the forecast period, reaching USD 14.45 billion by 2033. This significant growth is primarily fueled by increasing regulatory demands, rising stakeholder expectations for transparency, and the rapid adoption of artificial intelligence to streamline Environmental, Social, and Governance (ESG) reporting processes. As businesses worldwide face mounting pressure to demonstrate their sustainability credentials, the integration of advanced AI technologies into ESG frameworks has become a critical differentiator and value driver.




    One of the primary growth factors for the AI-Driven ESG Reporting market is the escalating regulatory landscape across major economies. Governments and regulatory bodies are mandating more rigorous ESG disclosures, compelling organizations to adopt sophisticated solutions that ensure compliance, accuracy, and efficiency. AI-driven platforms enable automated data collection, real-time monitoring, and advanced analytics, reducing manual intervention and minimizing the risk of human error. This capability is particularly crucial as companies navigate complex, evolving ESG frameworks such as the EU’s Corporate Sustainability Reporting Directive (CSRD) and the US Securities and Exchange Commission’s climate disclosure rules. The ability of AI to adapt to regulatory changes and deliver actionable insights positions it as an indispensable tool for modern ESG reporting.




    Another key driver is the growing demand from investors, customers, and other stakeholders for transparent, reliable, and timely ESG information. Organizations are increasingly recognizing that robust ESG performance is directly linked to long-term value creation and risk mitigation. AI-powered ESG reporting solutions facilitate the integration of disparate data sources, enhance data quality, and provide predictive analytics that support better decision-making. These capabilities empower organizations to move beyond compliance and leverage ESG data as a strategic asset, driving competitive advantage and fostering stakeholder trust. As sustainability becomes a boardroom priority, the adoption of AI-driven platforms is accelerating across industries and geographies.




    The proliferation of digital transformation initiatives, especially post-pandemic, has further accelerated the adoption of AI-Driven ESG Reporting solutions. Organizations are increasingly seeking scalable, cloud-based platforms that can handle the growing volume and complexity of ESG data. AI technologies such as natural language processing, machine learning, and robotic process automation are being integrated into ESG workflows to automate repetitive tasks, extract insights from unstructured data, and provide real-time reporting capabilities. This digital shift is particularly pronounced in sectors with high compliance requirements, such as banking, energy, and healthcare, where timely and accurate ESG reporting is essential for maintaining stakeholder confidence and regulatory approval.




    Regionally, North America dominated the AI-Driven ESG Reporting market in 2024, accounting for the largest share, followed by Europe and Asia Pacific. The strong presence of leading technology vendors, advanced regulatory frameworks, and widespread adoption of ESG practices in the United States and Canada have driven market growth in the region. Europe continues to see rapid expansion, propelled by stringent sustainability regulations and a mature corporate governance culture. Meanwhile, Asia Pacific is emerging as a high-growth market, fueled by increasing government initiatives, rising investor awareness, and the digitalization of corporate reporting processes. Latin America and the Middle East & Africa are also witnessing steady adoption, albeit at a slower pace, as ESG awareness and regulatory requirements continue to evolve.



    Component Analysis




    The AI-Driven ESG Reporting market by component is segmented into software and services, each playing a pivotal role in shaping the industry landscape. Software solutions form the backbone of the market, enabling organizations to automate ESG data collection, processing, and analysis. These platforms leverage advanced AI algorithms to extract, normalize, and validate data from multiple sources, ensurin

  3. ESG Core Data Sustainalytics

    • six-group.com
    Updated Sep 20, 2022
    + more versions
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    SIX Group (2022). ESG Core Data Sustainalytics [Dataset]. https://www.six-group.com/en/products-services/financial-information/delivery-methods/files/sixflex/esg-core-data-sustainalytics.html
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    Dataset updated
    Sep 20, 2022
    Dataset provided by
    SIXhttp://www.six-group.com/
    Area covered
    Global
    Description

    Asset and wealth managers frequently use ESG risk ratings and scores, as well as business and product involvement information and controversies on companies and sovereigns. This data package corresponds to the Company ESG Level 1 dataset from Sustainalytics. This information supports our clients in considering ESG aspects in investment decisions, monitoring sustainability risks of investment portfolios and reporting on ESG aspects to investors. This ESG dataset, sourced from Sustainalytics, enhances the ESG RegRisk and other SIX ESG data offerings.

  4. d

    ESG risks database related to companies, sectors and countries worldwide

    • datarade.ai
    .json, .xml, .csv
    Updated Oct 21, 2021
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    Event Registry (2021). ESG risks database related to companies, sectors and countries worldwide [Dataset]. https://datarade.ai/data-products/esg-risks-database-related-to-companies-sectors-and-countrie-event-registry
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    .json, .xml, .csvAvailable download formats
    Dataset updated
    Oct 21, 2021
    Dataset authored and provided by
    Event Registry
    Area covered
    Qatar, Morocco, Palestine, Netherlands, Singapore, Norfolk Island, Dominica, State of, South Sudan, Kenya
    Description

    Unlike traditional ESG data sets that are focused on annual ratings and periodic corporate disclosure, Event Registry monitors company ESG behavior at the speed of current events detected in global news. We utilize AI to analyze over 150,000 sources and uncover ESG risks and opportunities hidden in unstructured news and PR articles. We identify company events leveraging the 26 ESG categories defined by the Sustainability Accounting Standards Board (SASB) and 17 Sustainable Development Goals (SDGs). The data feed covers 200.000+ companies with up to 5 years of history.

  5. ESG Core Data MSCI

    • six-group.com
    Updated Mar 22, 2023
    + more versions
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    SIX Group (2023). ESG Core Data MSCI [Dataset]. https://www.six-group.com/en/products-services/financial-information/delivery-methods/files/sixflex/esg-core-data-msci.html
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    Dataset updated
    Mar 22, 2023
    Dataset provided by
    SIXhttp://www.six-group.com/
    Area covered
    Global
    Description

    Asset and wealth managers frequently use ESG risk ratings and scores, as well as business and product involvement information and controversies on companies and sovereigns. This data package corresponds to the Basic Data package from MSCI. This information supports our clients in considering ESG aspects in investment decisions, monitoring sustainability risks of investment portfolios and reporting on ESG aspects to investors. This ESG dataset, sourced from MSCI, enhances the ESG RegRisk and other SIX ESG data offerings. This package is equivalent to the MSCI ESG Fund Metrics package but instead of fund data, provides corporate data.

  6. I

    Investor ESG Software Market Report

    • marketreportanalytics.com
    doc, pdf, ppt
    Updated Mar 19, 2025
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    Market Report Analytics (2025). Investor ESG Software Market Report [Dataset]. https://www.marketreportanalytics.com/reports/investor-esg-software-market-10908
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    doc, ppt, pdfAvailable download formats
    Dataset updated
    Mar 19, 2025
    Dataset authored and provided by
    Market Report Analytics
    License

    https://www.marketreportanalytics.com/privacy-policyhttps://www.marketreportanalytics.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Investor ESG (Environmental, Social, and Governance) Software market is experiencing robust growth, projected to reach $800.88 million in 2025 and maintain a Compound Annual Growth Rate (CAGR) of 15.7% from 2025 to 2033. This expansion is driven by increasing regulatory scrutiny of ESG performance, growing investor demand for sustainable investments, and a rising awareness among corporations of their environmental and social impact. Key market drivers include the mandatory ESG disclosures enforced by governments globally, the expanding adoption of ESG reporting frameworks (like SASB, GRI, and TCFD), and the increasing availability of sophisticated data analytics tools to measure and report on ESG metrics. The market is segmented by component (software and services) and deployment (on-premises and cloud), with the cloud-based segment witnessing faster adoption due to its scalability, cost-effectiveness, and accessibility. North America, particularly the US, currently holds a significant market share, followed by the APAC region (with China as a key contributor) and Europe (Germany, UK, and France being prominent markets). The competitive landscape is dynamic, with established players like IBM and PwC alongside specialized ESG software providers like Sphera Solutions and Workiva. These companies are employing various competitive strategies, including strategic partnerships, product innovation, and acquisitions, to gain market share. However, the market faces challenges such as high initial investment costs, complexities in data integration, and the lack of standardization in ESG reporting frameworks. The forecast period (2025-2033) anticipates sustained growth fueled by technological advancements, particularly in AI and machine learning for ESG data analysis and risk management. The increasing demand for ESG data transparency and accountability from stakeholders will further fuel market growth. While regional variations exist, the global nature of ESG investing suggests a broadly distributed expansion across North America, Europe, APAC, and other regions. The continued development of sophisticated ESG software solutions that integrate various data sources and streamline reporting processes is expected to drive market penetration and adoption across diverse industries. Companies are increasingly prioritizing ESG factors in their investment decisions, driving demand for robust software solutions to manage and analyze this critical information.

  7. ESG Data Orchestration Platform Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Jun 29, 2025
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    Growth Market Reports (2025). ESG Data Orchestration Platform Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/esg-data-orchestration-platform-market
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    csv, pdf, pptxAvailable download formats
    Dataset updated
    Jun 29, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    ESG Data Orchestration Platform Market Outlook



    According to our latest research, the global ESG Data Orchestration Platform market size in 2024 stands at USD 2.14 billion, driven by surging regulatory demands and heightened corporate sustainability commitments. The market is experiencing robust expansion, registering a CAGR of 18.7% from 2025 to 2033. By the end of 2033, the market is projected to reach USD 11.35 billion. This impressive growth trajectory is primarily fueled by increasing stakeholder demand for transparent Environmental, Social, and Governance (ESG) disclosures, as well as the proliferation of digital transformation initiatives across industries worldwide.




    The growth of the ESG Data Orchestration Platform market is underpinned by the escalating complexity and volume of ESG data that organizations must collect, process, and report. As global ESG regulations become more stringent, companies are compelled to adopt advanced platforms that can seamlessly integrate disparate data sources, automate data workflows, and ensure compliance. Furthermore, the increased scrutiny from investors, regulators, and consumers regarding sustainable business practices is prompting organizations to invest in sophisticated platforms that provide real-time analytics and actionable insights. This trend is especially pronounced in industries such as BFSI, energy & utilities, and manufacturing, where ESG risk exposure is considerable, and the need for comprehensive data orchestration is paramount.




    Another significant growth driver is the rapid digitalization of business operations and the integration of ESG considerations into core business strategies. Organizations are leveraging ESG data orchestration platforms to streamline their compliance management, enhance risk mitigation, and improve overall governance structures. The adoption of cloud-based solutions is accelerating, given their scalability, flexibility, and cost-effectiveness, enabling both large enterprises and SMEs to deploy ESG data orchestration platforms with minimal upfront investment. Additionally, the rising adoption of artificial intelligence and machine learning within these platforms is enabling more accurate predictive analytics, anomaly detection, and automated reporting, further fueling market growth.




    The proliferation of global sustainability frameworks, such as the Task Force on Climate-related Financial Disclosures (TCFD) and the Global Reporting Initiative (GRI), is also catalyzing the expansion of the ESG Data Orchestration Platform market. These frameworks require organizations to disclose granular ESG metrics, necessitating robust data management and orchestration capabilities. Consequently, platform vendors are increasingly focusing on enhancing interoperability, expanding integration capabilities, and offering tailored solutions for sector-specific requirements. The market is also witnessing significant investments in research and development, partnerships, and mergers and acquisitions, aimed at broadening product portfolios and strengthening market presence.




    From a regional perspective, North America currently leads the ESG Data Orchestration Platform market, accounting for the largest share in 2024, closely followed by Europe. The Asia Pacific region is emerging as a lucrative market, driven by rapid industrialization, evolving regulatory landscapes, and growing awareness of ESG risks and opportunities. Latin America and the Middle East & Africa are also witnessing steady growth, albeit from a smaller base, as multinational corporations expand their ESG initiatives and local regulations evolve. Overall, the global market is poised for sustained growth, supported by technology advancements, regulatory tailwinds, and a growing recognition of the strategic value of ESG data orchestration.





    Component Analysis



    The Component segment of the ESG Data Orchestration Platform market is bifurcated into Software and Services. Software solutions constitute th

  8. d

    Akadia - Standardized ESG Data & Core Fundamentals Data (200 indicators)

    • datarade.ai
    Updated Jun 2, 2020
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    Akadia (2020). Akadia - Standardized ESG Data & Core Fundamentals Data (200 indicators) [Dataset]. https://datarade.ai/data-products/standardized-esg-data
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    Dataset updated
    Jun 2, 2020
    Dataset authored and provided by
    Akadia
    Area covered
    Luxembourg, Germany, Honduras, Tajikistan, Albania, Samoa, Lebanon, Turkey, Myanmar, Oman
    Description

    Detailed ESG and core fundamentals data standardized across a common template of over 200 data points covering S&P 100 and expanding.

    Our ESG data coverage includes: Greenhouse gas emissions data including detailed breakdowns of Scope 1, 2 and 3. Energy consumption and generation data categorized by energy source with renewable and non-renewable sources indicated. Water withdrawal and discharge data by water source and discharge methodology. Waste production disposal data with hazardous and non-hazardous wastes indicated. Employee health and safety data reporting accidents, fatalities and incident rates. Diversity and inclusion data including gender pay ratio, CEO pay ratio, women and minorities in management and board positions. Compliance data reporting significant spills, compliance fines, inspections, corrective actions along with notice of violations and remediation settlements. Value chain data including diversity in procurement spend and engagement with suppliers and other partners on sustainability issues. Core financial data including net revenue, R&D, operations income and expenses, net income, EPS, shares outstanding, assets and liabilities, inventory, intangible assets, property plant and equipment, capital expenditure, dividends and free cash flows. Derived ratios including emissions, energy, electricity, water and waste indexed to sales, renewable energy to total, recycled water to total, electricity efficiency, fleet efficiency and more.

  9. E

    ESG Reporting Software Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated Mar 9, 2025
    + more versions
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    Archive Market Research (2025). ESG Reporting Software Report [Dataset]. https://www.archivemarketresearch.com/reports/esg-reporting-software-54997
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    doc, pdf, pptAvailable download formats
    Dataset updated
    Mar 9, 2025
    Dataset authored and provided by
    Archive Market Research
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The ESG (Environmental, Social, and Governance) Reporting Software market is experiencing robust growth, driven by increasing regulatory pressures, investor demand for transparency, and a growing awareness of environmental and social issues among businesses. The market size in 2025 is estimated at $2.5 billion, exhibiting a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033. This significant growth is fueled by the rising adoption of cloud-based solutions offering scalability and cost-effectiveness, particularly among Small and Medium Enterprises (SMEs). Large enterprises are also significantly contributing to market growth, driven by the need for comprehensive and sophisticated ESG reporting capabilities to manage complex data and meet stringent reporting requirements. Key market trends include the increasing integration of AI and machine learning for data analysis and automation of reporting processes, as well as a growing demand for software solutions that provide integrated ESG, risk management, and sustainability solutions. Despite the positive growth trajectory, the market faces some restraints. These include the high initial investment costs associated with implementing ESG reporting software, the complexity of integrating data from various sources, and the need for specialized expertise to effectively manage and interpret ESG data. However, the long-term benefits of improved ESG performance, enhanced stakeholder engagement, and reduced regulatory risks outweigh these challenges, driving continued market expansion. The North American market currently holds the largest share, primarily due to stringent regulations and a high level of corporate social responsibility awareness. However, the Asia-Pacific region is expected to witness significant growth in the coming years due to rising environmental concerns and increasing government initiatives promoting sustainable business practices. Key players in the market, including Wolters Kluwer, PwC, Workiva, and Refinitiv, are constantly innovating and expanding their product offerings to meet the evolving needs of businesses.

  10. Investor ESG Software Market Analysis North America, APAC, Europe, South...

    • technavio.com
    Updated Jan 15, 2025
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    Technavio (2025). Investor ESG Software Market Analysis North America, APAC, Europe, South America, Middle East and Africa - US, China, Germany, UK, France - Size and Forecast 2025-2029 [Dataset]. https://www.technavio.com/report/investor-esg-software-market-industry-analysis
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    Dataset updated
    Jan 15, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    United States, Global
    Description

    Snapshot img

    Investor ESG Software Market Size 2025-2029

    The investor ESG software market size is forecast to increase by USD 976 million, at a CAGR of 15.7% between 2024 and 2029.

    The market exhibits steady growth, driven by the increasing volumes of corporate data. This data influx necessitates advanced software solutions to effectively manage Environmental, Social, and Governance (ESG) information. An emerging trend in this market is the integration of analytics capabilities into investor ESG software. While this offers significant potential for enhanced data insights and improved decision-making, it also necessitates high initial capital investments. A key challenge in the market is ensuring data accuracy and reliability, as ESG data can be complex and difficult to obtain and verify.
    Additionally, the integration of various data sources and maintaining data security are significant obstacles that companies must address to effectively leverage investor ESG software. Companies seeking to capitalize on market opportunities and navigate challenges effectively should focus on data accuracy, invest in advanced analytics capabilities, and prioritize data security measures.
    

    What will be the Size of the Investor ESG Software Market during the forecast period?

    Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
    Request Free Sample

    The Environmental, Social, and Governance (ESG) software market continues to evolve, with dynamic market activities unfolding across various sectors. ESG performance indicators, carbon footprint analysis, and social audits are integrated into software solutions, enabling seamless scenario planning and social impact measurement. Reputational risk, long-term value creation, and environmental risk assessment are assessed through data integration and analytics. Sustainable business practices and stakeholder engagement are prioritized, with ESG data management and materiality assessment ensuring transparency and ethical conduct. Risk mitigation strategies, including risk scoring and governance audits, are employed to minimize potential threats. Cloud computing, regulatory compliance, and API integration facilitate data security, privacy, and reporting automation.

    Impact investing, due diligence, and investment decisions are informed by ESG data and analytics. Machine learning and artificial intelligence (AI) are utilized for greenwashing detection and performance measurement. Software-as-a-Service (SaaS) offerings enable supply chain traceability, risk management, and reporting frameworks. User experience (UX) and user interface (UI) designs prioritize accessibility and ease of use. Legal compliance and workflow automation streamline operations and enhance operational efficiency. ESG integration is a continuous process, with ongoing market activities shaping the landscape. ESG software solutions adapt to evolving stakeholder expectations and regulatory requirements, ensuring sustainable business practices and stakeholder engagement.

    How is this Investor ESG Software Industry segmented?

    The investor esg software industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

    Component
    
      Software
      Services
    
    
    Deployment
    
      On-premises
      Cloud
    
    
    Geography
    
      North America
    
        US
        Canada
    
    
      Europe
    
        France
        Germany
        UK
    
    
      APAC
    
        China
        India
        Japan
        South Korea
    
    
      South America
    
        Brazil
    
    
      Rest of World (ROW)
    

    By Component Insights

    The software segment is estimated to witness significant growth during the forecast period.

    The investor Environmental, Social, and Governance (ESG) software market is experiencing significant growth in 2024, driven by the software industry's innovative solutions. These software offerings facilitate the collection, analysis, and reporting of ESG performance indicators, such as carbon footprint analysis, social audits, and financial performance. By integrating ESG data with financial data, investors can make more informed decisions that align with ethical and environmental standards. ESG software solutions also provide risk mitigation strategies, due diligence, and regulatory compliance features, addressing concerns related to reputational risk, long-term value creation, and environmental risk assessment. Furthermore, software-as-a-service (SaaS) platforms enable real-time data access, data security, and privacy, enhancing the user experience (UX) for investors.

    Impact investing, governance risk management, and supply chain traceability are essential aspects of ESG investing, and software solutions offer advanced features for these areas. Predictive analytics, scenario planning, social impact measure

  11. ESG Data Tokenization Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Jul 5, 2025
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    Growth Market Reports (2025). ESG Data Tokenization Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/esg-data-tokenization-market
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    csv, pdf, pptxAvailable download formats
    Dataset updated
    Jul 5, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    ESG Data Tokenization Market Outlook



    According to our latest research, the global ESG Data Tokenization market size reached USD 1.24 billion in 2024, reflecting robust momentum driven by the increasing need for secure, transparent, and efficient ESG data management across industries. The market is expected to grow at a CAGR of 21.7% from 2025 to 2033, reaching an estimated USD 8.58 billion by 2033. This impressive growth trajectory is primarily fueled by the rising adoption of blockchain-based solutions for ESG data, stringent regulatory requirements, and the growing demand for real-time ESG insights among enterprises and investors.




    The primary growth factor for the ESG Data Tokenization market is the surging emphasis on sustainability and responsible investing. Enterprises and asset managers are under mounting pressure from stakeholders, regulators, and consumers to demonstrate transparency and accountability in their environmental, social, and governance (ESG) practices. Tokenizing ESG data enables organizations to digitize, standardize, and securely share ESG metrics, fostering trust and credibility in sustainability claims. This not only streamlines compliance and reporting but also unlocks new opportunities for ESG-linked financial products. Additionally, the integration of advanced analytics and artificial intelligence with tokenized ESG data platforms is enhancing the granularity and reliability of ESG insights, further boosting market adoption.




    Another significant driver is the evolution of global regulatory frameworks mandating ESG disclosures and reporting. Governments and regulatory bodies across North America, Europe, and Asia Pacific are introducing stricter guidelines for ESG data transparency and traceability. Tokenization technologies, underpinned by blockchain, address these requirements by providing immutable records, auditable trails, and automated compliance mechanisms. This regulatory push is compelling organizations—especially in highly scrutinized sectors such as BFSI, energy, and manufacturing—to adopt ESG data tokenization solutions to mitigate compliance risks, avoid penalties, and attract ESG-conscious investors.




    Technological advancements and the proliferation of decentralized finance (DeFi) are also catalyzing the growth of the ESG Data Tokenization market. The convergence of tokenization platforms with IoT, cloud computing, and big data analytics is enabling seamless integration of ESG data streams from diverse sources, including supply chains and operational systems. This holistic approach ensures real-time monitoring, verification, and monetization of ESG performance, making tokenized ESG data a valuable asset for trading, investment, and risk management. As the ecosystem matures, interoperability standards and ecosystem partnerships are further accelerating the adoption of ESG data tokenization across both large enterprises and SMEs.




    From a regional perspective, North America currently dominates the ESG Data Tokenization market due to its advanced technological infrastructure, proactive regulatory environment, and high concentration of institutional investors prioritizing ESG mandates. Europe follows closely, propelled by progressive ESG regulations such as the EU Taxonomy and SFDR. Meanwhile, Asia Pacific is emerging as a high-growth market, driven by rapid digitalization and increased focus on sustainable development in countries like China, Japan, and Singapore. Latin America and the Middle East & Africa are also witnessing growing interest, particularly in sectors such as energy, mining, and agriculture, where ESG transparency is becoming a competitive differentiator.





    Component Analysis



    The Component segment of the ESG Data Tokenization market is bifurcated into Platform and Services. Platforms form the technological backbone, providing the necessary infrastructure for tokenizing, storing, and managing ESG data securely. These platforms leverage blockchain and distributed ledger te

  12. Environmental Social Governance Data Cloud Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Jun 29, 2025
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    Growth Market Reports (2025). Environmental Social Governance Data Cloud Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/environmental-social-governance-data-cloud-market
    Explore at:
    pdf, csv, pptxAvailable download formats
    Dataset updated
    Jun 29, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Environmental Social Governance (ESG) Data Cloud Market Outlook



    As per our latest research, the global Environmental Social Governance (ESG) Data Cloud market size reached USD 3.25 billion in 2024, reflecting rapid adoption across industries. The market is growing at a robust CAGR of 18.7% and is forecasted to reach USD 16.13 billion by 2033. This impressive growth is driven by stringent regulatory requirements, increasing stakeholder awareness, and the rising integration of ESG metrics into core business strategies worldwide.




    The primary growth factor for the ESG Data Cloud market is the mounting regulatory pressure on organizations to disclose and improve their ESG performance. Governments and international bodies are mandating comprehensive ESG reporting, compelling companies to adopt advanced data cloud solutions for accurate, timely, and transparent disclosure. The proliferation of reporting standards such as the Global Reporting Initiative (GRI), Sustainability Accounting Standards Board (SASB), and the Task Force on Climate-related Financial Disclosures (TCFD) has further accelerated the demand for robust ESG data management platforms. These platforms enable organizations to automate data collection, streamline compliance, and ensure consistent reporting, thereby reducing the risk of non-compliance and associated penalties. The integration of artificial intelligence and machine learning within ESG data clouds is also enhancing the ability to analyze large datasets, identify trends, and generate actionable insights, making these solutions indispensable for modern enterprises.




    Another significant driver is the growing emphasis on sustainable investing among institutional and retail investors. Asset managers, pension funds, and private equity firms are increasingly incorporating ESG criteria into their investment decision-making processes, necessitating reliable and real-time access to ESG data. The ESG Data Cloud market benefits from this trend as organizations seek to demonstrate their commitment to sustainability and attract capital from ESG-focused investors. Furthermore, the rise of shareholder activism and the increasing influence of non-governmental organizations (NGOs) are pushing companies to enhance their ESG disclosures and performance. This has resulted in a surge in demand for cloud-based ESG solutions that offer scalability, security, and advanced analytics capabilities, enabling organizations to meet the evolving expectations of diverse stakeholders.




    The digital transformation wave sweeping across industries is also propelling the ESG Data Cloud market forward. As organizations migrate their operations to the cloud, they are leveraging ESG data cloud solutions to centralize data management, improve collaboration, and drive operational efficiencies. The adoption of cloud-based ESG platforms is particularly pronounced among multinational corporations with complex supply chains, as these solutions facilitate seamless integration of ESG data from multiple sources and geographies. The ability to customize dashboards, automate workflows, and generate real-time reports is empowering organizations to proactively manage ESG risks and opportunities. Moreover, the emergence of industry-specific ESG data cloud solutions is enabling companies in sectors such as energy, manufacturing, and healthcare to address unique regulatory and operational challenges, further fueling market growth.




    Regionally, North America currently leads the ESG Data Cloud market, driven by a mature regulatory landscape, high adoption of cloud technologies, and a strong focus on sustainability among corporations. Europe follows closely, supported by stringent ESG disclosure requirements and a robust ecosystem of ESG data providers. The Asia Pacific region is expected to witness the fastest growth during the forecast period, fueled by increasing regulatory initiatives, rising investor awareness, and rapid digitalization across emerging economies. Latin America and the Middle East & Africa are also experiencing steady growth, albeit from a lower base, as governments and organizations in these regions recognize the strategic importance of ESG integration. Overall, the global ESG Data Cloud market is poised for sustained expansion, underpinned by regulatory momentum, investor demand, and technological innovation.



  13. i

    Raw ESG Data | Controversy Screening for 10K+ companies

    • esgdata.inrate.com
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    Inrate, Raw ESG Data | Controversy Screening for 10K+ companies [Dataset]. https://esgdata.inrate.com/products/inrate-esg-data-controversy-screening-for-10-000-companies-inrate
    Explore at:
    Dataset authored and provided by
    Inrate
    Area covered
    Yemen, Israel, Ireland, Slovenia, Malawi, Saint Vincent and the Grenadines, France, Kenya, China, United Arab Emirates
    Description

    Leverage Inrate's advanced ESG Controversy assessments, powered by a proprietary news tool analyzing 200K+ sources and identifying 650 controversies daily. Our real-time ESG data is categorized into 34 indicators for simplified investment decisions, helping you assess material ESG risks efficiently.

  14. D

    Environmental Social Governance Data Cloud Market Research Report 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Jun 28, 2025
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    Dataintelo (2025). Environmental Social Governance Data Cloud Market Research Report 2033 [Dataset]. https://dataintelo.com/report/environmental-social-governance-data-cloud-market
    Explore at:
    csv, pptx, pdfAvailable download formats
    Dataset updated
    Jun 28, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Environmental Social Governance (ESG) Data Cloud Market Outlook



    According to our latest research, the global Environmental Social Governance (ESG) Data Cloud market size was valued at USD 4.6 billion in 2024, reflecting robust adoption across key industries. The market is experiencing a strong compound annual growth rate (CAGR) of 18.7% and is forecasted to reach USD 21.8 billion by 2033. This exponential growth is primarily driven by the increasing regulatory mandates, investor pressure for transparency, and the growing integration of sustainability practices within corporate strategies. The ESG Data Cloud market is undergoing a transformative phase as organizations seek advanced cloud-based solutions to streamline ESG data collection, management, and reporting processes in real time.




    One of the primary growth factors fueling the ESG Data Cloud market is the escalating demand for transparent and standardized ESG reporting. With global regulatory bodies such as the European Union and the U.S. Securities and Exchange Commission tightening compliance requirements, organizations are under mounting pressure to ensure accurate and timely ESG disclosures. Cloud-based platforms offer scalable and secure infrastructures, enabling enterprises to aggregate vast volumes of ESG data from disparate sources, automate reporting, and demonstrate accountability to stakeholders. This shift toward digital transformation in ESG management is further amplified by the need for real-time insights to drive sustainability initiatives and mitigate reputational risks.




    Another significant driver is the increasing emphasis on responsible investing and sustainable finance. Institutional investors, asset managers, and financial institutions are prioritizing ESG factors in their decision-making processes, compelling companies to enhance their ESG data management capabilities. The ESG Data Cloud market is benefitting from this trend as it facilitates comprehensive risk assessments, scenario analysis, and benchmarking against industry peers. The integration of advanced analytics, artificial intelligence, and machine learning within ESG data platforms is enabling organizations to derive actionable intelligence, optimize resource allocation, and align with global sustainability goals such as the United Nations Sustainable Development Goals (SDGs).




    Furthermore, the proliferation of cloud technologies and the adoption of hybrid and multi-cloud strategies are accelerating the deployment of ESG data solutions across various sectors. Enterprises are increasingly leveraging the flexibility, scalability, and cost-efficiency of cloud platforms to manage complex ESG data ecosystems. The ESG Data Cloud market is witnessing heightened adoption among large enterprises and small and medium-sized enterprises (SMEs) alike, as both segments recognize the value of cloud-based ESG tools in enhancing operational efficiency and competitive differentiation. The convergence of cloud computing and ESG data management is expected to unlock new opportunities for innovation, collaboration, and value creation across the global business landscape.




    From a regional perspective, North America currently dominates the ESG Data Cloud market, accounting for the largest revenue share in 2024. The region’s leadership is underpinned by a mature technology infrastructure, proactive regulatory environment, and significant investments in sustainability initiatives. Europe follows closely, driven by stringent ESG disclosure mandates and a strong focus on green finance. Meanwhile, Asia Pacific is emerging as a high-growth region, fueled by rapid digital transformation, increasing awareness of ESG issues, and supportive government policies. Latin America and the Middle East & Africa are also witnessing steady uptake of ESG data cloud solutions, albeit at a slower pace, as organizations in these regions gradually embrace sustainability-driven business models.



    Component Analysis



    The ESG Data Cloud market is segmented by component into Solutions and Services, each playing a pivotal role in the overall market dynamics. Solutions encompass the core software platforms and tools that enable organizations to collect, aggregate, analyze, and report ESG data. These solutions are designed to support a wide range of functionalities, including automated data capture, workflow management, real-time analytics, and customizable reporting dashboards. The growing complexity of ESG data requiremen

  15. d

    SIGWATCH – Global NGO signals (ESG & Reputational) – Data Service – Sector...

    • datarade.ai
    .csv
    Updated Sep 15, 2021
    + more versions
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    SIGWATCH (2021). SIGWATCH – Global NGO signals (ESG & Reputational) – Data Service – Sector scores [Dataset]. https://datarade.ai/data-products/sigwatch-global-ngo-signals-esg-reputational-data-ser-sigwatch-96fc
    Explore at:
    .csvAvailable download formats
    Dataset updated
    Sep 15, 2021
    Dataset authored and provided by
    SIGWATCH
    Area covered
    Senegal, Greenland, State of, Ascension and Tristan da Cunha, Aruba, Czech Republic, Cambodia, San Marino, Brunei Darussalam, Martinique
    Description

    Whilst the media and other data sources track reputational and ESG behaviours, NGOs drive them. Changes in government policy, corporate strategic direction or consumer spending habits are frequently a consequence of collective and sustained NGO campaigning.

    Hence, tracking NGO signals presents multiple opportunities: - Early discovery of ESG themes that will shape future government, corporate and consumer behaviour. - Early warning of sector and corporate behaviours that are likely to erode shareholder value - Identification of positive sector and corporate behaviours that build shareholder value.

    Where other ESG signals are limited to self-reported corporate data, and further limited to those companies compelled to report, NGO data remains an independent source spanning all corporations, regardless of ownership structure.

    SIGWATCH is the only data provider to focus exclusively on this critical market signal. SIGWATCH tracks over 9,000 NGOs, with 60,000+ NGO signals spanning the last 10 years, targeting over 18,000 corporations. By going straight to source, rather than media, SIGWATCH’s provides the most extensive and timely NGO data feed on the market.

    All NGO signals are tagged, taxonomized and quantified with the end user having access to either scores and/or underlying signal. NGO campaigns are assessed both by sector and by entity – our robust and transparent methodology adjusts signal score based on factors such as NGO influence, signal sentiment and prominence. Tagging includes Tickers (where applicable), ISINs and FIGI codes.

    SIGWATCH is used for several use cases: - By quant funds in the search for fresh alpha - By ESG funds for thematic research, screening and monitoring - By corporations for reputation management and third-party monitoring.

    SIGWATCH provides both a desktop service and data feeds with several transfer options. Our archive data spans 10+ years, with new signals added daily. The desktop service provides deep analytics capability, facilitating early detection of emerging ESG themes and sector and corporate performance with respect to ESG and broader reputational-impacting activities.

    SIGWATCH is offered as multiple products focusing on sector or corporate signals with the option to take just the quantitative assessment or full access to the underlying data.

    About this product This specific product provides all quantitative NGO scores by sector. This is offered as a live, daily data service with the facility to choose specific sectors. Historic data can also be purchased, by year.

  16. D

    ESG Data Orchestration Platform Market Research Report 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Jun 28, 2025
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    Dataintelo (2025). ESG Data Orchestration Platform Market Research Report 2033 [Dataset]. https://dataintelo.com/report/esg-data-orchestration-platform-market
    Explore at:
    csv, pdf, pptxAvailable download formats
    Dataset updated
    Jun 28, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    ESG Data Orchestration Platform Market Outlook




    According to our latest research, the global ESG Data Orchestration Platform market size reached USD 1.92 billion in 2024, with a robust CAGR of 19.3% projected from 2025 to 2033. This dynamic growth trajectory is expected to elevate the market to USD 6.97 billion by 2033. The surge in ESG (Environmental, Social, and Governance) reporting requirements and the growing emphasis on sustainability and transparent corporate governance are acting as primary catalysts for this market’s expansion. As organizations worldwide face mounting pressure to comply with evolving regulatory frameworks, the demand for advanced ESG data orchestration solutions continues to intensify, driving significant investments and innovation across the sector.




    The exponential growth in the ESG Data Orchestration Platform market is largely driven by the proliferation of stringent regulatory mandates and global sustainability initiatives. Governments and regulatory bodies across North America, Europe, and Asia Pacific are increasingly mandating ESG disclosures, compelling organizations to adopt comprehensive data orchestration platforms for seamless integration, management, and reporting of ESG metrics. This regulatory landscape is prompting organizations to move beyond traditional manual processes, embracing automated platforms that ensure data accuracy, transparency, and compliance. Furthermore, the rise in stakeholder activism and investor demand for responsible business practices is pushing enterprises to prioritize ESG data management as a core element of their corporate strategy.




    Another significant growth driver is the technological advancement in data analytics, artificial intelligence, and cloud computing, which has transformed the way ESG data is collected, processed, and analyzed. Modern ESG data orchestration platforms leverage AI-driven analytics and machine learning algorithms to automate complex workflows, enhance data quality, and deliver actionable insights for risk management and strategic decision-making. The integration of these technologies enables organizations to efficiently aggregate data from disparate sources, streamline compliance processes, and generate real-time, customizable reports. As a result, organizations are empowered to proactively address ESG risks, identify opportunities for improvement, and align their operations with global sustainability goals, thereby gaining a competitive edge in the market.




    The increasing recognition of ESG factors as critical determinants of long-term business performance is further fueling the adoption of ESG data orchestration platforms. Investors, customers, and partners are scrutinizing organizations’ ESG credentials, influencing investment decisions, brand reputation, and market access. Companies that demonstrate robust ESG performance are more likely to attract capital, secure partnerships, and enhance stakeholder trust. Consequently, there is a growing trend among large enterprises and SMEs alike to invest in sophisticated ESG data management solutions that facilitate transparent reporting, benchmarking, and continuous improvement. This heightened focus on ESG integration is expected to sustain the market’s momentum, fostering innovation and collaboration among technology providers, consulting firms, and end-users.




    From a regional perspective, North America currently dominates the ESG Data Orchestration Platform market, accounting for the largest revenue share in 2024, closely followed by Europe and Asia Pacific. The region’s leadership can be attributed to the presence of major technology vendors, a mature regulatory environment, and high awareness of sustainability issues among corporations and investors. Meanwhile, Asia Pacific is witnessing the fastest growth, driven by rapid digital transformation, increasing ESG investments, and the emergence of new regulatory requirements in countries such as China, Japan, and Australia. As organizations across all regions strive to enhance their ESG capabilities, the market is poised for sustained expansion, with significant opportunities for innovation and market entry.



    Component Analysis




    The Component segment of the ESG Data Orchestration Platform market is bifurcated into Software and Services, each playing a pivotal role in the overall ecosystem. The software segment encompasses a wide array of platforms and so

  17. d

    ESG Data | Raw ESG Data | Screening for 10K+ companies

    • datarade.ai
    .xls, .csv
    + more versions
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    Inrate, ESG Data | Raw ESG Data | Screening for 10K+ companies [Dataset]. https://datarade.ai/data-products/inrate-esg-data-screening-for-10-000-companies-900k-glob-inrate
    Explore at:
    .xls, .csvAvailable download formats
    Dataset authored and provided by
    Inrate
    Area covered
    Canada, Hong Kong, France, Uruguay, Russian Federation, El Salvador, Ethiopia, Botswana, Guyana, Ireland
    Description

    Inrate conducts multi-dimensional screening for over 10,000+ companies, providing ESG data through controversies research, adverse product involvement, UNGC screening, and customized screening.

    Our proprietary controversy screening tool utilizes over 200k multi-lingual global news sources to collect and analyze a company's negative impact through material ESG controversies. Our collection of ESG controversies is real-time, ensuring we capture all potential risks to your portfolio. Our adverse product screening includes evaluating involvement in common controversial products and sub-products (such as controversial weapons, tobacco production, nuclear energy etc.). To exclude companies from your portfolio, we provide customizable exclusion thresholds integrated into our ESG data product delivery.

    Our UNGC Screening module enables evaluating a company's performance against the UNGC themes of anti-corruption, environment, labour and human rights. This research utilizes insights from a Inrate's ESG data products ratings including controversies research, product involvement and the comprehensiveness of a company's sustainability policies and management.

    Additionally, to cater to varied client ESG priorities, we provide customized screening against criteria such as whaling, human embryonic stem cell research, Production of POPs (Persistent Organic Pollutants) as listed in the Stockholm Convention and more.

  18. D

    Esg Investing Software Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Oct 5, 2024
    + more versions
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    Dataintelo (2024). Esg Investing Software Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/esg-investing-software-market
    Explore at:
    pdf, pptx, csvAvailable download formats
    Dataset updated
    Oct 5, 2024
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    ESG Investing Software Market Outlook



    The global ESG investing software market size was valued at approximately USD 1.5 billion in 2023 and is projected to reach around USD 4.5 billion by 2032, growing at a compound annual growth rate (CAGR) of 13.5% during the forecast period. The significant growth in the market can be attributed to the increasing awareness and integration of Environmental, Social, and Governance (ESG) factors in investment decision-making processes. The rising demand for transparency and accountability in corporate governance, along with regulatory compliance requirements, serves as a primary growth factor for the ESG investing software market.



    One of the major growth drivers for the ESG investing software market is the increasing regulatory pressures and government initiatives aimed at promoting sustainable and responsible investing. Governments and regulatory bodies across the globe are establishing stringent guidelines and policies to ensure that businesses adhere to ESG standards, which in turn compels financial institutions to integrate ESG considerations into their investment strategies. This growing regulatory landscape necessitates the adoption of advanced software solutions that can provide comprehensive ESG data analytics, reporting, and compliance features.



    The rising awareness among investors about the long-term benefits of ESG investing is another significant growth factor. Investors are increasingly recognizing that companies with strong ESG practices are likely to be more resilient, have better risk management, and generate sustainable financial performance. This shift in investor sentiment is driving the demand for robust ESG investing software that can provide in-depth ESG analysis, ratings, and performance tracking to support informed investment decisions. Consequently, asset managers and financial advisors are increasingly adopting these software solutions to cater to the evolving preferences of their clients.



    Technological advancements and innovations in the field of big data, artificial intelligence, and machine learning are also contributing to the growth of the ESG investing software market. Modern ESG software solutions leverage these advanced technologies to provide more accurate and comprehensive ESG data collection, analysis, and reporting capabilities. These technologies enable the automation of complex ESG assessments, reduce human errors, and enhance the overall efficiency of the ESG investing process. As a result, financial firms are increasingly investing in advanced ESG software solutions to gain a competitive edge in the market.



    The regional outlook for the ESG investing software market indicates significant variations in growth across different geographical regions. North America currently holds the largest market share, driven by the early adoption of ESG practices and stringent regulatory frameworks. Europe follows closely, with increasing ESG regulations and a strong emphasis on sustainable investment practices. The Asia Pacific region is expected to witness the highest growth rate during the forecast period, fueled by the rising awareness of ESG issues and the growing adoption of ESG investing practices in emerging economies such as China and India. Latin America and the Middle East & Africa regions are also expected to experience moderate growth, driven by gradual regulatory developments and increasing investor interest in ESG factors.



    Component Analysis



    The ESG investing software market can be segmented into two main components: software and services. The software segment comprises standalone ESG software platforms and integrated ESG modules within broader investment management systems. These software solutions are designed to offer comprehensive ESG data collection, analysis, and reporting capabilities, enabling financial institutions to incorporate ESG factors into their investment strategies. The software segment is expected to dominate the market, driven by the increasing adoption of advanced technology solutions to enhance ESG data analytics and reporting capabilities.



    Standalone ESG software platforms provide a dedicated solution for managing ESG data and reporting requirements. These platforms offer a wide range of features, including ESG data collection from multiple sources, automated ESG scoring and rating, performance tracking, and compliance reporting. The increasing demand for specialized ESG software solutions that offer in-depth ESG analysis and reporting is expected to drive the growth of the standalone ESG software segment during the forecast period.



  19. d

    ESG Data | 300+ ESG Metrics | 400+ Europe, LatAm, Asia Bond Issuers | ESG...

    • datarade.ai
    .json, .csv, .xls
    Updated Nov 28, 2024
    + more versions
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    Lucror Analytics (2024). ESG Data | 300+ ESG Metrics | 400+ Europe, LatAm, Asia Bond Issuers | ESG Investing | Sustainability | ESG Reporting | Regulatory Compliance [Dataset]. https://datarade.ai/data-products/lucror-analytics-esg-data-analyst-curated-300-esg-metr-lucror-analytics
    Explore at:
    .json, .csv, .xlsAvailable download formats
    Dataset updated
    Nov 28, 2024
    Dataset authored and provided by
    Lucror Analytics
    Area covered
    Macao, Malta, Bosnia and Herzegovina, Germany, Saint Kitts and Nevis, Romania, Åland Islands, State of, Saint Barthélemy, Hungary
    Description

    Lucror Analytics: Comprehensive ESG Data on High Yield Bond Issuers

    At Lucror Analytics, we specialize in delivering meticulously curated data solutions designed for professionals and organizations across various sectors. Our data products focus on issuer and issue-level credit information, over 300 advanced ESG and sustainability metrics, and proprietary quantitative insights for high-yield bond issuers in Europe, Latin America, and Asia. Whether you are an asset manager, institutional investor, or sustainability-focused institution, our comprehensive data provides the insights needed to make informed decisions.

    Our proprietary approach integrates industry-leading ESG methodology with analyst-adjusted credit data, offering a unique, customizable solution that adapts to your requirements. We ensures data quality, relevance, and actionable insights, enabling users to stay ahead in a rapidly evolving regulatory environment.

    What Makes Lucror's ESG Data Unique?

    Comprehensive ESG Integration Our datasets feature over 300 ESG metrics per issuer, carefully analyzed and curated by experts to provide actionable insights. Our integrated approach allows businesses to incorporate sustainability factors seamlessly into their workflows, enhancing investment strategies and aligning with regulatory or ethical standards.

    Analyst-Adjusted and Data-Enriched Lucror’s data is not merely aggregated—it is curated, analyzed, and, where appropriate, adjusted by our team of experts. This human layer ensures accuracy and relevance, providing users with data that reflects real-world dynamics rather than raw or unverified figures.

    Focus on High-Yield Bond Issuers Our exclusive focus on high-yield bond issuers in Europe, Latin America, and Asia provides a niche yet vital dataset. We offer detailed insights into the ESG performance and sustainability profile of over 400 companies, ensuring comprehensive coverage across key HY markets.

    Customization and Delivery We understand that every organization has unique data requirements. Lucror Analytics offers flexible datasets tailored to your specific needs, delivering data in the desired depth, format, and frequency. Whether you need one-off access or periodic updates, our delivery options are designed to fit seamlessly into your operations.

    How Is the Data Sourced? Lucror Analytics uses a multi-faceted approach to data sourcing, combining publicly available information with proprietary insights and expertise. Our process includes:

    Public Sources: Reliable inputs such as issuer filings, bond documentation, annual and sustainability reports, ESG disclosures, and press releases are systematically incorporated.

    Proprietary Analysis: Expert teams curate and enrich the raw data, ensuring accuracy and applicability.

    Data Cleaning and Structuring: Advanced processes ensure that raw inputs are cleaned and structured to deliver actionable information.

    Our rigorous methodology allows us to provide high-quality, validated data that organizations can trust.

    Primary Use Cases Lucror Analytics’ data products cater to a wide range of applications across different verticals. Some of the primary use cases include:

    1. ESG Investing - Integration and Reporting With increasing demand for sustainable investing, our ESG data empowers organizations to evaluate and integrate environmental, social, and governance factors into their decisions. The metrics are particularly valuable for asset managers and institutions aligning with ESG frameworks or regulatory requirements.

    2. Regulatory Compliance Lucror’s datasets are invaluable for organizations navigating the increasingly stringent regulatory landscape. With detailed ESG metrics and issuer-level credit data, businesses can ensure compliance with global and regional reporting requirements, such as the EU Taxonomy, SFDR (Sustainable Finance Disclosure Regulation), SASB, and other frameworks. Our enriched data enables companies to meet disclosure obligations, align with sustainability goals, and maintain transparency with stakeholders, reducing compliance risks and enhancing trust in their practices.

    3. Risk Management Incorporating Lucror’s comprehensive datasets into risk models enables businesses to identify vulnerabilities and mitigate potential risks more effectively. This is especially critical in high-yield markets where risk factors are more pronounced and ESG data for some issuers is sparse.

    Key Features of Lucror’s Data

    ESG and Sustainability Metrics Over 300 analyst-curated ESG metrics covering environmental impact, social responsibility, governance standards, and disclosure practices.

    Tailored Datasets Flexibility to deliver data in customized formats and frequencies, ensuring alignment with specific business needs.

    Global Coverage with a Regional Focus Comprehensive datasets tailored to key regions for high yield —Europe, Latin America, and Asia.

    Why Choose Lucror Anal...

  20. R

    AI in ESG Reporting Market Market Research Report 2033

    • researchintelo.com
    csv, pdf, pptx
    Updated Jul 24, 2025
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    Research Intelo (2025). AI in ESG Reporting Market Market Research Report 2033 [Dataset]. https://researchintelo.com/report/ai-in-esg-reporting-market-market
    Explore at:
    csv, pptx, pdfAvailable download formats
    Dataset updated
    Jul 24, 2025
    Dataset authored and provided by
    Research Intelo
    License

    https://researchintelo.com/privacy-and-policyhttps://researchintelo.com/privacy-and-policy

    Time period covered
    2024 - 2033
    Area covered
    Global
    Description

    AI in ESG Reporting Market Outlook



    According to our latest research, the global AI in ESG Reporting market size reached USD 1.92 billion in 2024 and is projected to grow at a robust CAGR of 21.6% from 2025 to 2033. By the end of 2033, the market is forecasted to achieve a value of approximately USD 13.1 billion. This accelerated growth is primarily driven by increasing regulatory mandates, heightened investor focus on sustainability, and the growing complexity of environmental, social, and governance (ESG) data management. As per our latest research, the AI in ESG Reporting market is witnessing rapid adoption across diverse sectors, reflecting a paradigm shift in how organizations approach sustainability and compliance reporting.



    One of the fundamental growth drivers for the AI in ESG Reporting market is the expanding regulatory landscape. Governments and international bodies are continuously tightening ESG disclosure requirements, compelling organizations to adopt advanced technological solutions for efficient compliance. AI-powered ESG reporting platforms facilitate real-time data collection, automate complex analytics, and ensure timely submission of comprehensive reports. This automation not only reduces human error but also accelerates the reporting process, enabling organizations to stay ahead of regulatory changes. As climate change and social responsibility take center stage, businesses are increasingly investing in AI-driven solutions to ensure accuracy, transparency, and adherence to global standards.



    Another significant factor fueling market expansion is the escalating demand from investors and stakeholders for transparent, data-driven ESG insights. Institutional investors are placing greater emphasis on sustainability metrics to guide their investment decisions, which has led to a surge in demand for reliable ESG reporting tools. AI technologies empower organizations to analyze vast volumes of structured and unstructured data, providing actionable insights that enhance decision-making and risk management. The integration of AI in ESG reporting not only strengthens corporate accountability but also helps organizations differentiate themselves in a competitive market by demonstrating their commitment to sustainable business practices.



    The proliferation of big data and advancements in natural language processing (NLP) and machine learning algorithms are further accelerating the adoption of AI in ESG reporting. As organizations amass increasingly complex and voluminous ESG datasets, traditional reporting methods become inadequate. AI-driven platforms can seamlessly aggregate, cleanse, and interpret data from multiple sources, including IoT sensors, internal databases, and external ESG rating agencies. This capability enables organizations to deliver high-quality, consistent, and auditable ESG reports. Additionally, AI-powered predictive analytics help identify emerging risks and opportunities, allowing companies to proactively address ESG issues and enhance long-term value creation.



    From a regional perspective, North America currently dominates the AI in ESG Reporting market, accounting for the largest share in 2024, followed closely by Europe and the Asia Pacific. The North American market benefits from a mature technological infrastructure, early adoption of AI, and stringent ESG regulations, particularly in the United States and Canada. Europe is witnessing significant momentum, driven by the European Union’s Sustainable Finance Disclosure Regulation (SFDR) and the Corporate Sustainability Reporting Directive (CSRD). Meanwhile, the Asia Pacific region is poised for the fastest growth, fueled by increasing awareness of ESG principles, evolving regulatory frameworks, and the rapid digital transformation of enterprises across China, Japan, and India.



    Component Analysis



    The Component segment in the AI in ESG Reporting market is bifurcated into Software and Services. AI-powered software solutions are at the forefront, offering advanced analytics, automation, and visualization tools that streamline ESG data management and reporting. These platforms leverage machine learning, NLP, and predictive analytics to automate data collection, standardize metrics, and ensure compliance with evolving regulatory requirements. The software segment is expected to maintain its dominance throughout the forecast period, driven by continuous innovation, integration capabilities with existing enterprise systems, and growing dema

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Statista (2025). Preferred ESG data providers among Institutional investors 2024 [Dataset]. https://www.statista.com/statistics/1488353/preferred-esg-data-providers-among-institutional-investors-in-europe/
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Preferred ESG data providers among Institutional investors 2024

Explore at:
Dataset updated
May 7, 2025
Dataset authored and provided by
Statistahttp://statista.com/
Time period covered
Nov 2024
Area covered
Worldwide
Description

As of 2024, Sustainalytics was the third most popular source for Environmental, Social, and Governance (ESG) data among institutional investors. Bloomberg ranked second, with ** percent of survey respondents stating they used this source for ESG data. MSCI was the leading source among institutional investors surveyed, with ** percent of investors having a preference for this source.

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