Identity Resolution Software
Identity Resolution Software Market Segments - by Deployment (Cloud-based, On-premises), Organization Size (Large Enterprises, Small and Medium-sized Enterprises), Vertical (BFSI, Healthcare, Retail, Government, Telecom & IT, Others), End-User (Enterprises, Government Agencies, Healthcare Providers, Retailers, Others), and Region (North America, Europe, Asia Pacific, Latin America, Middle East & Africa) - Global Industry Analysis, Growth, Share, Size, Trends, and Forecast 2025-2035
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- Table Of Content
- Segments
- Methodology
Identity Resolution Software Market Outlook
The global Identity Resolution Software Market is poised for significant growth, projected to reach approximately USD 8.5 billion by 2035, with a compound annual growth rate (CAGR) of around 14.2% from 2025 to 2035. The primary driving factor behind this robust growth is the increasing demand for personalized customer experiences, which necessitates the ability to accurately identify and unify customer data across multiple channels and platforms. Moreover, with the rising complexities of data privacy regulations and the growing reliance on big data analytics, organizations are increasingly adopting identity resolution solutions to enhance their data governance and compliance strategies. This shift is further fueled by the evolving digital landscape, where businesses are compelled to leverage technology to stay competitive, driving the adoption of identity resolution software solutions. Additionally, the surge in online transactions and the need for improved fraud detection and prevention mechanisms are propelling the market forward, as companies look to safeguard sensitive customer information while optimizing their operations.
Growth Factor of the Market
The growth of the Identity Resolution Software Market is significantly driven by the escalating need for organizations to manage and analyze large volumes of data effectively. As businesses increasingly engage with customers across diverse channels, the challenge of connecting disparate customer identities emerges, necessitating advanced solutions for data integration and resolution. Moreover, the rising emphasis on customer experience management has compelled organizations to invest in technologies that facilitate personalized interactions, thereby increasing the demand for identity resolution tools. Additionally, the proliferation of mobile devices and digital platforms has contributed to the complexity of data management, further necessitating the adoption of comprehensive identity resolution solutions. Regulatory compliance related to data privacy, such as GDPR and CCPA, is also influencing organizations to adopt identity resolution tools to ensure they are managing data responsibly and transparently, thereby mitigating risks associated with non-compliance. Furthermore, the growth of e-commerce and digital marketing has heightened the need for accurate customer identities, creating a fertile ground for the expansion of the identity resolution software market.
Key Highlights of the Market
- The market is projected to grow at a CAGR of 14.2% from 2025 to 2035.
- North America holds the largest market share, driven by advanced technological infrastructure.
- Cloud-based deployment is gaining popularity due to its scalability and flexibility.
- Healthcare and BFSI sectors are the largest adopters of identity resolution software.
- The increasing focus on data privacy and compliance is propelling market growth.
By Deployment
Cloud-based:
Cloud-based deployment of identity resolution software is rapidly gaining traction among organizations due to its numerous advantages, including scalability, cost-effectiveness, and ease of management. The cloud environment allows businesses to access their identity resolution solutions from any location, facilitating remote work and collaboration among distributed teams. Additionally, cloud-based solutions often require lower initial capital investment, making them particularly appealing to small and medium-sized enterprises (SMEs) that may not have the resources to invest heavily in on-premises infrastructure. The flexibility of cloud solutions enables organizations to adapt quickly to changing demands and seamlessly integrate emerging technologies, such as artificial intelligence and machine learning, enhancing their ability to resolve identities accurately. As the trend towards digital transformation continues, the adoption of cloud-based identity resolution software is expected to accelerate, allowing businesses to leverage data-driven insights for improved customer experiences and operational efficiencies.
On-premises:
On-premises deployment of identity resolution software remains a viable option for organizations that prioritize data security and control. Many enterprises, especially those operating in heavily regulated industries like finance and healthcare, prefer to maintain their data within their own infrastructure to mitigate risks associated with data breaches and ensure compliance with stringent data protection regulations. On-premises solutions provide organizations with greater customization capabilities, allowing them to tailor the software to meet specific operational requirements. Moreover, the perceived stability and reliability of on-premises systems can be appealing for businesses that have historically relied on traditional IT practices. However, the high upfront costs and ongoing maintenance expenses associated with on-premises deployments can deter smaller organizations. As such, while on-premises solutions continue to be utilized, the balance may shift as more companies embrace cloud technologies for enhanced agility and performance.
By Organization Size
Large Enterprises:
Large enterprises are increasingly adopting identity resolution software to manage their vast amounts of customer data and streamline operations. These organizations often deal with complex data environments, integrating information from multiple sources, including CRM systems, marketing platforms, and e-commerce applications. By leveraging identity resolution solutions, large enterprises can create a unified view of their customers, enabling them to enhance marketing strategies, improve customer service, and drive personalized experiences. The scale of operations in large enterprises necessitates robust software capabilities, including advanced analytics, data governance, and integration with existing IT infrastructures. Furthermore, as large organizations face mounting regulatory pressures, identity resolution software enables them to maintain compliance with data privacy laws, thereby mitigating risks associated with data mishandling. Consequently, the demand for identity resolution software among large enterprises is expected to continue growing as they seek to leverage data for competitive advantage.
Small and Medium-sized Enterprises:
Small and medium-sized enterprises (SMEs) are becoming increasingly aware of the importance of identity resolution software in enhancing customer engagement and operational efficiency. As SMEs often operate with limited resources, the ability to access affordable and scalable identity resolution solutions is crucial for their growth. These organizations can leverage identity resolution tools to gain insights into customer behaviors and preferences, which aids in tailoring marketing efforts and improving customer retention. SMEs are particularly attracted to cloud-based solutions that require lower initial investments and provide flexibility to scale as their businesses grow. Furthermore, the rise of digital marketing has prompted SMEs to adopt identity resolution software to compete effectively with larger competitors. The growing emphasis on personalized customer experiences is fostering a greater understanding among SMEs of the necessity for accurate identity management, driving the adoption of identity resolution solutions within this segment.
By Vertical
BFSI:
The banking, financial services, and insurance (BFSI) sector is one of the leading adopters of identity resolution software due to the critical importance of accurate customer identity management in ensuring security and compliance. In this vertical, organizations handle sensitive customer information and are subject to stringent regulatory requirements regarding data privacy and protection. Identity resolution software allows BFSI institutions to create a centralized view of customer identities, facilitating risk management, fraud detection, and compliance with anti-money laundering regulations. Furthermore, with the growing prevalence of digital banking and online transactions, the need for robust identity verification processes has intensified. As BFSI organizations continue to enhance their digital offerings, the demand for identity resolution solutions is expected to grow, driven by the need to build trust and deliver seamless customer experiences in an increasingly competitive landscape.
Healthcare:
The healthcare industry is experiencing a surge in the adoption of identity resolution software as organizations strive to improve patient outcomes and streamline operations. Accurate patient identification is crucial in healthcare settings to ensure that patients receive the correct treatment while minimizing the risk of medical errors. Identity resolution solutions enable healthcare providers to consolidate patient records from various sources, creating a comprehensive view of patient history, diagnoses, and treatments. This holistic approach not only enhances the quality of care but also supports compliance with regulations such as HIPAA. Additionally, as the healthcare sector increasingly leverages telehealth and digital health solutions, the need for accurate identity resolution becomes more pronounced. The growing emphasis on patient-centered care is driving healthcare organizations to invest in identity resolution software to better understand patient needs and preferences.
Retail:
The retail sector is embracing identity resolution software as a means to enhance customer experience and drive sales. In an industry characterized by intense competition and rapidly changing consumer preferences, retailers need to understand their customers' behaviors, preferences, and purchase patterns. Identity resolution solutions enable retailers to create unified customer profiles by integrating data from various touchpoints, including online interactions, in-store purchases, and loyalty programs. This comprehensive understanding allows retailers to personalize marketing campaigns, tailor product recommendations, and optimize inventory management. Furthermore, as e-commerce continues to grow, retailers must ensure they have accurate customer identities to minimize fraud and enhance security. The investment in identity resolution software is becoming increasingly critical for retailers aiming to deliver seamless omnichannel experiences and foster long-term customer relationships.
Government:
Government agencies are recognizing the importance of identity resolution software in enhancing citizen services and ensuring security. As governments increasingly digitize their operations and services, the need for accurate identity verification and data management becomes paramount. Identity resolution solutions help government agencies streamline processes such as tax collection, benefits distribution, and public safety initiatives. By consolidating citizen data from various sources, governments can provide more efficient services while reducing instances of fraud and identity theft. Moreover, the emphasis on transparency and accountability in government operations drives the need for effective identity management, as agencies seek to comply with data protection regulations and ensure the privacy of citizen information. Overall, the adoption of identity resolution software in the government vertical is expected to grow as agencies strive to improve service delivery and enhance security measures.
Telecom & IT:
The telecom and IT sector is increasingly adopting identity resolution software to efficiently manage customer identities and enhance service delivery. With millions of customers and vast amounts of data handled daily, telecom companies face significant challenges in accurately identifying users and preventing fraud. Identity resolution solutions enable these organizations to create a single, accurate view of customer data, allowing for improved customer engagement and targeted marketing efforts. Additionally, as the industry shifts towards digital transformation, there is a greater need for advanced analytics and customer segmentation, which can be effectively supported by identity resolution software. Furthermore, in an era where cybersecurity threats are on the rise, telecom and IT companies must prioritize identity verification to protect customer data and maintain trust. As such, the demand for identity resolution solutions within this vertical is anticipated to grow significantly in the coming years.
By User
Enterprises:
Enterprises represent a significant user segment within the identity resolution software market, utilizing these solutions to streamline operations and improve customer engagement. As organizations accumulate vast amounts of customer data from multiple sources, the ability to accurately consolidate and manage this information becomes crucial. Identity resolution software empowers enterprises by providing a 360-degree view of customer identities, facilitating better decision-making and targeted marketing strategies. Moreover, enterprises are increasingly recognizing the importance of data privacy and compliance with regulations, driving the demand for identity resolution solutions that ensure responsible data handling practices. The integration of identity resolution software with existing CRM and analytics platforms further enhances its utility, enabling enterprises to derive actionable insights that support growth and innovation.
Government Agencies:
Government agencies are significant users of identity resolution software, leveraging these solutions to improve citizen services and enhance security protocols. In an era of digital transformation, government entities are tasked with managing vast amounts of sensitive data while ensuring compliance with strict regulations regarding data privacy and security. Identity resolution software enables government agencies to effectively streamline operations by accurately identifying citizens and consolidating data across various platforms, such as tax collection, social services, and public safety. Moreover, the increasing focus on enhancing citizen engagement through digital channels necessitates the adoption of identity resolution solutions to provide personalized and efficient services. As governments prioritize transparency and accountability, the role of identity resolution software becomes indispensable in building trust and ensuring the integrity of citizen data management practices.
Healthcare Providers:
Healthcare providers are rapidly adopting identity resolution software to tackle the challenges associated with accurate patient identification and data management. In healthcare, the stakes are incredibly high, as improper identification can lead to medical errors, affecting patient safety and outcomes. Identity resolution solutions allow healthcare providers to create a comprehensive view of patient identities by integrating data from electronic health records, labs, and other sources. This capability enhances care coordination, reduces administrative burdens, and improves patient satisfaction. Additionally, as healthcare increasingly shifts towards value-based care models, the ability to accurately track patient outcomes and interactions becomes essential. With the growing emphasis on data interoperability and collaboration, identity resolution software is integral to ensuring that healthcare providers can access and share patient information efficiently and securely.
Retailers:
Retailers are embracing identity resolution software to enhance the shopping experience and improve customer loyalty. As competition intensifies in the retail landscape, understanding customer preferences and behaviors has become paramount. Identity resolution solutions enable retailers to unify customer data from various channels, including online purchases, in-store transactions, and loyalty programs. This integrated view allows retailers to create personalized marketing campaigns, optimize inventory management, and enhance customer engagement. Furthermore, as e-commerce continues to grow, retailers must ensure they have accurate customer identities to minimize fraud and enhance security in transactions. The adoption of identity resolution software is becoming increasingly critical for retailers aiming to deliver seamless omnichannel experiences and foster long-term customer relationships.
By Region
The North American region dominates the Identity Resolution Software Market, accounting for over 40% of the global market share in 2025. This leadership position is attributed to the presence of numerous established technology firms and a strong focus on digital transformation across various industries. Organizations in North America are increasingly investing in advanced data analytics and identity management solutions to enhance customer experiences and comply with stringent data privacy regulations. The rapid adoption of cloud-based technologies within this region is driving growth, as companies seek scalable and cost-effective solutions for managing customer identities. Furthermore, the increasing prevalence of cyber threats has led to an intensified focus on identity verification processes, further fueling the demand for identity resolution software. As a result, North America is expected to continue its dominance in the coming years, with a projected CAGR of 13.5% through 2035.
In Europe, the identity resolution software market is also experiencing notable growth, driven by the expanding digital landscape and regulatory compliance mandates. The European market is projected to reach approximately USD 2.5 billion by 2035, with a CAGR of around 12.0% from 2025. The implementation of the General Data Protection Regulation (GDPR) has prompted organizations to prioritize data privacy and security, leading to increased investments in identity resolution solutions. Moreover, as businesses seek to enhance customer experiences and streamline operations, the demand for identity resolution software is expected to rise significantly. The Asia Pacific region is also witnessing rapid growth, fueled by the increasing adoption of digital technologies and the rising focus on customer-centric strategies. This region is projected to reach approximately USD 1.8 billion by 2035, with a CAGR of around 15.0%. Overall, the identity resolution software market is anticipated to thrive in these key regions, driven by technological advancements and the growing emphasis on data-driven decision-making.
Opportunities
The identity resolution software market presents numerous opportunities for companies looking to innovate and expand their offerings. One of the most significant opportunities lies in the increasing demand for real-time data processing and analytics capabilities. As organizations strive to make data-driven decisions, the need for solutions that can quickly integrate and analyze customer data in real time is becoming paramount. Companies that can provide advanced analytics features, such as predictive modeling and machine learning capabilities, will likely capture a substantial share of the market. Furthermore, the trend toward omnichannel customer interactions is creating a demand for identity resolution solutions that can seamlessly integrate data from various touchpoints, providing a comprehensive view of customer journeys. This presents an excellent opportunity for software providers to enhance their solutions and enable organizations to deliver personalized experiences that drive customer loyalty and engagement.
Moreover, the increasing emphasis on data privacy and compliance presents unique opportunities for identity resolution software providers. As regulatory frameworks such as GDPR and CCPA become more stringent, organizations are compelled to invest in solutions that ensure responsible data management practices. This has created a growing market for identity resolution tools that not only enhance customer experience but also support compliance efforts. Additionally, as businesses globally embrace digital transformation, there is a rising need for identity resolution software that can cater to diverse industries, including healthcare, finance, and retail. Solution providers that can adapt their offerings to meet the specific needs of different verticals will be well-positioned to capitalize on these opportunities and drive growth within the identity resolution software market.
Threats
Despite the promising growth prospects for the identity resolution software market, several threats could potentially hinder its expansion. A primary concern is the increasing sophistication of cyber threats and data breaches, which can undermine trust in identity resolution solutions. As organizations rely on customer data to enhance their offerings, any incidents of data breaches can lead to significant financial losses, reputational damage, and regulatory penalties. This poses a challenge for software providers, as they must continually enhance their security measures to protect sensitive information and maintain customer confidence. Furthermore, the rapid pace of technological change means that identity resolution software must evolve quickly to remain relevant. Organizations that fail to keep up with advancements in artificial intelligence, machine learning, and data analytics may find themselves losing competitive ground.
Additionally, the landscape of regulations surrounding data privacy is continually changing, with governments across the globe implementing new laws and guidelines. This volatility can create uncertainty for organizations looking to invest in identity resolution software, as they may hesitate to commit resources to solutions that may not fully comply with future regulatory requirements. Moreover, the presence of established players in the market can pose a challenge for new entrants seeking to gain a foothold. Established companies often have significant resources, established customer bases, and brand recognition, making it difficult for smaller competitors to penetrate the market. Overall, these threats highlight the need for continuous innovation and strong security measures within the identity resolution software market.
Competitor Outlook
- Acxiom Corporation
- Experian Plc
- Oracle Corporation
- IBM Corporation
- Salesforce.com, Inc.
- LiveRamp Holdings, Inc.
- Data Axle, Inc.
- Infutor Data Solutions, LLC
- Merkle Inc.
- ThriveHive, Inc.
- Zapier, Inc.
- TransUnion LLC
- TruAudience by Acxiom
- Neustar, Inc.
- Reveal Mobile, Inc.
The competitive landscape of the identity resolution software market is characterized by the presence of numerous established players and emerging startups, all vying for market share. Major companies are actively investing in research and development to enhance their product offerings and incorporate advanced technologies, such as artificial intelligence and machine learning, into their solutions. These advancements allow firms to provide more efficient identity resolution processes and cater to the evolving needs of organizations across various verticals. Additionally, partnerships and collaborations between technology providers and industry leaders are becoming increasingly common, enabling companies to expand their reach and enhance their capabilities in delivering integrated identity resolution solutions.
Acxiom Corporation and Experian Plc are among the key players in the identity resolution software market, offering comprehensive solutions that cater to a wide range of industries. Acxiom Corporation, known for its extensive customer data platform, utilizes advanced analytics and identity resolution tools to help organizations effectively manage and analyze customer identities. Similarly, Experian Plc, a leading global information services company, leverages its vast data assets to provide identity resolution solutions that support marketing strategies and improve customer engagement. Both companies are well-positioned to capitalize on the growing demand for identity resolution software, driven by the increasing need for personalized customer experiences and regulatory compliance.
Another notable player, Oracle Corporation, offers a suite of identity resolution solutions that leverage its cloud infrastructure and advanced analytics capabilities. Oracle's identity resolution software is designed to help organizations unify customer data across channels, ensuring accurate customer identification and enhancing marketing effectiveness. Additionally, Salesforce.com, Inc., with its extensive CRM platform, has incorporated identity resolution features to enable businesses to create a comprehensive view of their customers. This integration facilitates better decision-making and personalized customer interactions. As the identity resolution software market continues to evolve, these major players will likely play a significant role in shaping the industry's future through innovation and strategic partnerships.
1 Appendix
- 1.1 List of Tables
- 1.2 List of Figures
2 Introduction
- 2.1 Market Definition
- 2.2 Scope of the Report
- 2.3 Study Assumptions
- 2.4 Base Currency & Forecast Periods
3 Market Dynamics
- 3.1 Market Growth Factors
- 3.2 Economic & Global Events
- 3.3 Innovation Trends
- 3.4 Supply Chain Analysis
4 Consumer Behavior
- 4.1 Market Trends
- 4.2 Pricing Analysis
- 4.3 Buyer Insights
5 Key Player Profiles
- 5.1 Merkle Inc.
- 5.1.1 Business Overview
- 5.1.2 Products & Services
- 5.1.3 Financials
- 5.1.4 Recent Developments
- 5.1.5 SWOT Analysis
- 5.2 Experian Plc
- 5.2.1 Business Overview
- 5.2.2 Products & Services
- 5.2.3 Financials
- 5.2.4 Recent Developments
- 5.2.5 SWOT Analysis
- 5.3 Zapier, Inc.
- 5.3.1 Business Overview
- 5.3.2 Products & Services
- 5.3.3 Financials
- 5.3.4 Recent Developments
- 5.3.5 SWOT Analysis
- 5.4 Neustar, Inc.
- 5.4.1 Business Overview
- 5.4.2 Products & Services
- 5.4.3 Financials
- 5.4.4 Recent Developments
- 5.4.5 SWOT Analysis
- 5.5 TransUnion LLC
- 5.5.1 Business Overview
- 5.5.2 Products & Services
- 5.5.3 Financials
- 5.5.4 Recent Developments
- 5.5.5 SWOT Analysis
- 5.6 Data Axle, Inc.
- 5.6.1 Business Overview
- 5.6.2 Products & Services
- 5.6.3 Financials
- 5.6.4 Recent Developments
- 5.6.5 SWOT Analysis
- 5.7 IBM Corporation
- 5.7.1 Business Overview
- 5.7.2 Products & Services
- 5.7.3 Financials
- 5.7.4 Recent Developments
- 5.7.5 SWOT Analysis
- 5.8 ThriveHive, Inc.
- 5.8.1 Business Overview
- 5.8.2 Products & Services
- 5.8.3 Financials
- 5.8.4 Recent Developments
- 5.8.5 SWOT Analysis
- 5.9 Acxiom Corporation
- 5.9.1 Business Overview
- 5.9.2 Products & Services
- 5.9.3 Financials
- 5.9.4 Recent Developments
- 5.9.5 SWOT Analysis
- 5.10 Oracle Corporation
- 5.10.1 Business Overview
- 5.10.2 Products & Services
- 5.10.3 Financials
- 5.10.4 Recent Developments
- 5.10.5 SWOT Analysis
- 5.11 Reveal Mobile, Inc.
- 5.11.1 Business Overview
- 5.11.2 Products & Services
- 5.11.3 Financials
- 5.11.4 Recent Developments
- 5.11.5 SWOT Analysis
- 5.12 Salesforce.com, Inc.
- 5.12.1 Business Overview
- 5.12.2 Products & Services
- 5.12.3 Financials
- 5.12.4 Recent Developments
- 5.12.5 SWOT Analysis
- 5.13 TruAudience by Acxiom
- 5.13.1 Business Overview
- 5.13.2 Products & Services
- 5.13.3 Financials
- 5.13.4 Recent Developments
- 5.13.5 SWOT Analysis
- 5.14 LiveRamp Holdings, Inc.
- 5.14.1 Business Overview
- 5.14.2 Products & Services
- 5.14.3 Financials
- 5.14.4 Recent Developments
- 5.14.5 SWOT Analysis
- 5.15 Infutor Data Solutions, LLC
- 5.15.1 Business Overview
- 5.15.2 Products & Services
- 5.15.3 Financials
- 5.15.4 Recent Developments
- 5.15.5 SWOT Analysis
- 5.1 Merkle Inc.
6 Market Segmentation
- 6.1 Identity Resolution Software Market, By User
- 6.1.1 Enterprises
- 6.1.2 Government Agencies
- 6.1.3 Healthcare Providers
- 6.1.4 Retailers
- 6.1.5 Others
- 6.2 Identity Resolution Software Market, By Deployment
- 6.2.1 Cloud-based
- 6.2.2 On-premises
- 6.3 Identity Resolution Software Market, By Organization Size
- 6.3.1 Large Enterprises
- 6.3.2 Small and Medium-sized Enterprises
- 6.1 Identity Resolution Software Market, By User
7 Competitive Analysis
- 7.1 Key Player Comparison
- 7.2 Market Share Analysis
- 7.3 Investment Trends
- 7.4 SWOT Analysis
8 Research Methodology
- 8.1 Analysis Design
- 8.2 Research Phases
- 8.3 Study Timeline
9 Future Market Outlook
- 9.1 Growth Forecast
- 9.2 Market Evolution
10 Geographical Overview
- 10.1 Europe - Market Analysis
- 10.1.1 By Country
- 10.1.1.1 UK
- 10.1.1.2 France
- 10.1.1.3 Germany
- 10.1.1.4 Spain
- 10.1.1.5 Italy
- 10.1.1 By Country
- 10.2 Asia Pacific - Market Analysis
- 10.2.1 By Country
- 10.2.1.1 India
- 10.2.1.2 China
- 10.2.1.3 Japan
- 10.2.1.4 South Korea
- 10.2.1 By Country
- 10.3 Latin America - Market Analysis
- 10.3.1 By Country
- 10.3.1.1 Brazil
- 10.3.1.2 Argentina
- 10.3.1.3 Mexico
- 10.3.1 By Country
- 10.4 North America - Market Analysis
- 10.4.1 By Country
- 10.4.1.1 USA
- 10.4.1.2 Canada
- 10.4.1 By Country
- 10.5 Middle East & Africa - Market Analysis
- 10.5.1 By Country
- 10.5.1.1 Middle East
- 10.5.1.2 Africa
- 10.5.1 By Country
- 10.6 Identity Resolution Software Market by Region
- 10.1 Europe - Market Analysis
11 Global Economic Factors
- 11.1 Inflation Impact
- 11.2 Trade Policies
12 Technology & Innovation
- 12.1 Emerging Technologies
- 12.2 AI & Digital Trends
- 12.3 Patent Research
13 Investment & Market Growth
- 13.1 Funding Trends
- 13.2 Future Market Projections
14 Market Overview & Key Insights
- 14.1 Executive Summary
- 14.2 Key Trends
- 14.3 Market Challenges
- 14.4 Regulatory Landscape
Segments Analyzed in the Report
The global Identity Resolution Software market is categorized based on
By Deployment
- Cloud-based
- On-premises
By Organization Size
- Large Enterprises
- Small and Medium-sized Enterprises
By User
- Enterprises
- Government Agencies
- Healthcare Providers
- Retailers
- Others
By Region
- North America
- Europe
- Asia Pacific
- Latin America
- Middle East & Africa
Key Players
- Acxiom Corporation
- Experian Plc
- Oracle Corporation
- IBM Corporation
- Salesforce.com, Inc.
- LiveRamp Holdings, Inc.
- Data Axle, Inc.
- Infutor Data Solutions, LLC
- Merkle Inc.
- ThriveHive, Inc.
- Zapier, Inc.
- TransUnion LLC
- TruAudience by Acxiom
- Neustar, Inc.
- Reveal Mobile, Inc.
- Publish Date : Jan 21 ,2025
- Report ID : IT-68891
- No. Of Pages : 100
- Format : |
- Ratings : 4.5 (110 Reviews)
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