신원 확인 소프트웨어 시장 : 점유율 분석, 업계 동향 및 통계, 성장 예측(2026-2031년)

According to Mordor Intelligence, the identity resolution software market size was valued at USD 1.54 billion in 2025 and is forecast to reach USD 4.48 billion by 2031, growing at a CAGR of 20% from 2026 to 2031.

This report is Segmented by Component (Software, and Services), Deployment Mode (Cloud-Based, On-Premise, and Hybrid), Enterprise Size (Large Enterprises, and Small and Medium Enterprises), End-User Industry (Retail and E-Commerce, BFSI, Healthcare and Life Sciences, IT and Telecom, Media and Entertainment, and More), and Geography. The Market Forecasts are Provided in Terms of Value (USD).

Global Identity Resolution Software Market Trends and Insights

Cookieless Digital Advertising Intensifies Demand for First-Party Identity Stitching

The identity resolution software market is seeing stronger demand as third-party cookies lose relevance across major browsers. Retail media networks now expect brands to match customer segments to deterministic identifiers rather than rely on third-party data brokers. That shift is moving more identity work into commerce and advertising infrastructure rather than leaving it with stand-alone tools. LiveRamp expanded RampID across Unity Exchange in April 2026, extending identity-based buying across 2.9 billion monthly active mobile devices globally and 256 million in the United States. The identity resolution software market is also being shaped by the need for sub-100 millisecond matching in programmatic environments, which is pushing vendors from batch processing toward streaming and edge-enabled architectures.

Rising Need to Unify Fragmented Customer Data Across Touchpoints

The identity resolution software market is benefiting from the growing burden of disconnected customer systems across CRM, loyalty, commerce, mobile, and offline channels. Many organizations still manage between 5 and 15 systems of record that assign different identifiers to the same person. Amperity's April 2025 launch material, citing MIT Technology Review Insights, said 78% of global companies were not very ready to deploy AI agents, with disconnected and inaccurate customer data named as the main barrier. Identity resolution software addresses that issue by creating a persistent, privacy-safe identifier that supports a unified customer record across teams and applications. Amperity also said one large retailer uncovered 3.5 million previously unreachable customer email addresses after using its identity resolution capabilities, which shows why the identity resolution software market is gaining commercial support beyond marketing teams.

Data Privacy Constraints Limit Graph Persistence and Match Rates

The identity resolution software market faces a structural limit because privacy regulations can reduce the amount of personal data available for matching and activation. Enterprises now have to delete, correct, or exclude data when consumers exercise those rights, which weakens graph persistence over time. California's updated CCPA framework took effect on January 1, 2026, and added rules on automated decision-making, cybersecurity audits, and risk assessments. Those requirements raise the cost of building and maintaining large identity graphs and increase buyer focus on consent governance, audit readiness, and privacy-by-design controls. The identity resolution software market must therefore balance accuracy, scale, and lawful activation more carefully than it did when passive tracking was subject to fewer restrictions.

Other drivers and restraints analyzed in the detailed report include:

1. Enterprise Adoption of Real-Time Personalization and Next-Best-Action Engines
2. Growth of Identity Graphs for Cross-Device and Cross-Channel Resolution
3. Integration Complexity Across CRM, CDP, and Ad Tech Stacks

For complete list of drivers and restraints, kindly check the Table Of Contents.

Segment Analysis

Software held a 71.24% revenue share in 2025, giving it the lead in the identity resolution software market and reflecting buyer preference for platform deployment over project-led engagement. Subscription pricing has supported that position because it gives enterprises more predictable spending patterns. Cloud-native software has also gained favor because it integrates more quickly with data lakes, CDPs, and activation platforms already used across the business. The identity resolution software market continues to reward platforms that can maintain auditable and consent-governed records for AI-driven use cases. Acxiom's enhanced Real ID presence in Databricks and its role in the Databricks CustomerLake agentic CDP showed how software vendors are extending revenue potential through deeper platform integration.

Services are the fastest-growing component of the identity resolution software market and are projected to expand at a 22.83% CAGR through 2031. That pace reflects the implementation burden tied to graph design, probabilistic tuning, and consent framework setup. Many enterprises still need outside help to connect multiple clouds, business units, and jurisdictions into a usable identity layer. Managed services are gaining traction among healthcare and financial services users who need stronger oversight of data lineage, access controls, and audit trails. The faster growth of services does not weaken the software case; instead, it shows that the identity resolution software market is becoming more complex as deployments move from stand-alone matching to governed enterprise infrastructure.

Cloud-based deployment accounted for 68.41% of revenue in 2025, which made it the largest configuration in the identity resolution software market. Adoption has been strongest among digital-native retailers, media companies, and technology firms that already run cloud-first data environments. Cloud delivery supports real-time API access, which is critical for programmatic advertising and on-site personalization, where response times are tightly constrained. It also provides enterprises with elastic capacity during peak shopping periods, when identity queries can rise rapidly. LiveRamp's March 2026 platform release extended native identity resolution across Snowflake and AWS, reinforcing the alignment of the identity resolution software market with in-environment graph management.

Hybrid deployment is projected to grow at a 21.69% CAGR through 2031 in the identity resolution software market. This model is gaining ground among regulated users who want to keep sensitive records in private environments while still using cloud links for lookup, enrichment, and activation. BFSI and healthcare buyers are particularly aligned with that approach because it helps them address residency and sovereignty requirements without giving up response speed. On-premise deployment still matters in legacy estates where external data transfer remains restricted by policy. Even so, the identity resolution software market is gradually shifting toward hybrid, cloud-based models as embedded cloud controls reduce the historical trade-off between control and flexibility.

Complete Report Scope:

• By Component
  • Software
  • Services
• By Deployment Mode
  • Cloud-Based
  • On-Premise
  • Hybrid
• By Enterprise Size
  • Large Enterprises
  • Small And Medium Enterprises
• By End-User Industry
  • Retail and E-Commerce
  • BFSI
  • Healthcare and Life Sciences
  • IT and Telecom
  • Media and Entertainment
  • Industrial Manufacturing
  • Government and Public Administration
  • Other End-User Industries
• By Geography
  • North America
    • United States
    • Canada
    • Mexico
  • South America
    • Brazil
    • Argentina
    • Rest of South America
  • Europe
    • Germany
    • United Kingdom
    • France
    • Italy
    • Spain
    • Russia
    • Rest of Europe
  • Asia-Pacific
    • China
    • India
    • Japan
    • South Korea
    • Australia
    • Rest of Asia-Pacific
  • Middle East and Africa
    • Middle East
      • Saudi Arabia
      • United Arab Emirates
      • Rest of Middle East
    • Africa
      • South Africa
      • Nigeria
      • Rest of Africa

Geography Analysis

North America accounted for 34.62% of revenue in 2025, giving it the lead in the identity resolution software market and the largest regional market share. The region benefits from high enterprise software spending, deep advertising technology infrastructure, and a regulatory setting that weakens traditional tracking while increasing demand for compliant first-party identity tools. U.S. buyers also have access to established bureau and platform providers with large deterministic identity assets, which support faster adoption across marketing, analytics, and activation use cases. Canada and Mexico are also contributing to the identity resolution software market, as privacy modernization and data governance requirements drive greater demand for auditable matching systems.

Germany, the United Kingdom, and France represented the largest country markets in Europe for identity resolution software. Demand in the region remains centered on BFSI, retail, and media and entertainment, where firms must match data across channels while operating under tighter privacy expectations. Experian launched Identity Connect in the United Kingdom in July 2026, combining biometric verification, document checks, fraud intelligence, and bureau data through a single API in a compliance-led product design. South America is smaller, but Brazil and Argentina are adding demand to the identity resolution software market as financial data interoperability expands and consent-linked data use becomes more important.

Asia-Pacific is the fastest-growing region in the identity resolution software market and is projected to expand at a 24.19% CAGR through 2031, making it the strongest regional contributor to market growth. Mobile-first commerce and digital service growth are increasing the need for real-time identity matching across the region. China continues to support demand through broad real-name verification requirements across finance, telecom, e-commerce, and social platforms. Japan and South Korea are also raising the need for consent-governed identity systems through ongoing privacy and data governance changes. Trulioo reported 51% year-over-year growth in Asia-Pacific business verification volume in 2025, which signals the pace of identity-related adoption across the region. The Middle East and Africa remain smaller, but the identity resolution software market is gaining support there as the UAE and Saudi Arabia move ahead with national digital identity frameworks that will require compatible enterprise infrastructure.

1. LiveRamp Holdings, Inc.
2. Experian plc
3. TransUnion LLC
4. Equifax Inc.
5. Acxiom Holdings, Inc.
6. Oracle Corporation
7. Salesforce, Inc.
8. Adobe Inc.
9. SAP SE
10. Tealium Inc.
11. Amperity, Inc.
12. Segments.ai, Inc.
13. Dun and Bradstreet Holdings, Inc.
14. The Nielsen Company (US), LLC
15. IBM Corporation
16. SAS Institute Inc.
17. Neustar, Inc.
18. Microsoft Corporation
19. Cisco Systems, Inc.
20. Pega Systems Inc.

Additional Benefits:

• The market estimate (ME) sheet in Excel format
• 3 months of analyst support

TABLE OF CONTENTS

1 INTRODUCTION

• 1.1 Study Assumptions and Market Definition
• 1.2 Scope of the Study

2 RESEARCH METHODOLOGY

3 EXECUTIVE SUMMARY

4 MARKET LANDSCAPE

• 4.1 Market Overview
• 4.2 Market Drivers
  • 4.2.1 Cookieless Digital Advertising Intensifies Demand for First-Party Identity Stitching
  • 4.2.2 Rising Need to Unify Fragmented Customer Data Across Touchpoints
  • 4.2.3 Enterprise Adoption of Real-Time Personalization and Next-Best-Action Engines
  • 4.2.4 Growth of Identity Graphs for Cross-Device and Cross-Channel Resolution
  • 4.2.5 Expansion of Privacy-Safe Data Collaboration and Clean Room Workflows
  • 4.2.6 Increasing Fraud Detection and Duplicate Record Suppression Use Cases
• 4.3 Market Restraints
  • 4.3.1 Data Privacy Constraints Limit Graph Persistence and Match Rates
  • 4.3.2 Poor Legacy Data Quality Reduces Resolution Accuracy
  • 4.3.3 Integration Complexity Across CRM, CDP, and Ad Tech Stacks
  • 4.3.4 High Dependency on Third-Party Data and Consent Coverage
• 4.4 Impact of Macroeconomic Factors on the Market
• 4.5 Industry Value Chain Analysis
• 4.6 Technology Outlook
• 4.7 Regulatory Landscape
• 4.8 Porter's Five Forces Analysis
  • 4.8.1 Threat of New Entrants
  • 4.8.2 Bargaining Power of Suppliers
  • 4.8.3 Bargaining Power of Buyers
  • 4.8.4 Threat of Substitutes
  • 4.8.5 Intensity of Competitive Rivalry

5 MARKET SIZE AND GROWTH FORECASTS (VALUE)

• 5.1 By Component
  • 5.1.1 Software
  • 5.1.2 Services
• 5.2 By Deployment Mode
  • 5.2.1 Cloud-Based
  • 5.2.2 On-Premise
  • 5.2.3 Hybrid
• 5.3 By Enterprise Size
  • 5.3.1 Large Enterprises
  • 5.3.2 Small And Medium Enterprises
• 5.4 By End-User Industry
  • 5.4.1 Retail and E-Commerce
  • 5.4.2 BFSI
  • 5.4.3 Healthcare and Life Sciences
  • 5.4.4 IT and Telecom
  • 5.4.5 Media and Entertainment
  • 5.4.6 Industrial Manufacturing
  • 5.4.7 Government and Public Administration
  • 5.4.8 Other End-User Industries
• 5.5 By Geography
  • 5.5.1 North America
    • 5.5.1.1 United States
    • 5.5.1.2 Canada
    • 5.5.1.3 Mexico
  • 5.5.2 South America
    • 5.5.2.1 Brazil
    • 5.5.2.2 Argentina
    • 5.5.2.3 Rest of South America
  • 5.5.3 Europe
    • 5.5.3.1 Germany
    • 5.5.3.2 United Kingdom
    • 5.5.3.3 France
    • 5.5.3.4 Italy
    • 5.5.3.5 Spain
    • 5.5.3.6 Russia
    • 5.5.3.7 Rest of Europe
  • 5.5.4 Asia-Pacific
    • 5.5.4.1 China
    • 5.5.4.2 India
    • 5.5.4.3 Japan
    • 5.5.4.4 South Korea
    • 5.5.4.5 Australia
    • 5.5.4.6 Rest of Asia-Pacific
  • 5.5.5 Middle East and Africa
    • 5.5.5.1 Middle East
      • 5.5.5.1.1 Saudi Arabia
      • 5.5.5.1.2 United Arab Emirates
      • 5.5.5.1.3 Rest of Middle East
    • 5.5.5.2 Africa
      • 5.5.5.2.1 South Africa
      • 5.5.5.2.2 Nigeria
      • 5.5.5.2.3 Rest of Africa

6 COMPETITIVE LANDSCAPE

• 6.1 Market Concentration
• 6.2 Strategic Moves
• 6.3 Market Share Analysis
• 6.4 Company Profiles (includes Global Level Overview, Market Level Overview, Core Segments, Financials as available, Strategic Information, Market Rank/Share, Products and Services, Recent Developments)
  • 6.4.1 LiveRamp Holdings, Inc.
  • 6.4.2 Experian plc
  • 6.4.3 TransUnion LLC
  • 6.4.4 Equifax Inc.
  • 6.4.5 Acxiom Holdings, Inc.
  • 6.4.6 Oracle Corporation
  • 6.4.7 Salesforce, Inc.
  • 6.4.8 Adobe Inc.
  • 6.4.9 SAP SE
  • 6.4.10 Tealium Inc.
  • 6.4.11 Amperity, Inc.
  • 6.4.12 Segments.ai, Inc.
  • 6.4.13 Dun and Bradstreet Holdings, Inc.
  • 6.4.14 The Nielsen Company (US), LLC
  • 6.4.15 IBM Corporation
  • 6.4.16 SAS Institute Inc.
  • 6.4.17 Neustar, Inc.
  • 6.4.18 Microsoft Corporation
  • 6.4.19 Cisco Systems, Inc.
  • 6.4.20 Pega Systems Inc.

7 MARKET OPPORTUNITIES AND FUTURE OUTLOOK

• 7.1 White-Space and Unmet-Need Assessment