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PUBLISHER: Bizwit Research & Consulting LLP | PRODUCT CODE: 1833333

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PUBLISHER: Bizwit Research & Consulting LLP | PRODUCT CODE: 1833333

Global Digital Identity Solutions Market Size study & Forecast, by Component by Identity Type by Solution Type by Organization Size by Vertical by Deployment and Regional Forecasts 2025-2035

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The Global Digital Identity Solutions Market is valued at approximately USD 39.07 billion in 2024 and is anticipated to grow with a growth rate of more than 16.0% over the forecast period 2025-2035. Digital identity solutions represent the integrated set of systems, technologies, and processes designed to verify, authenticate, and manage user identities securely across digital channels. They are critical in a world where rising cybercrime, regulatory mandates, and digital transformation are reshaping how businesses and governments safeguard user access. The proliferation of cloud-based ecosystems, widespread use of mobile devices, and an exponential rise in online transactions have compelled enterprises and institutions to adopt sophisticated identity frameworks that balance compliance, security, and customer experience. Increasing regulatory frameworks such as GDPR in Europe and CCPA in the U.S. have further fueled market momentum, prompting enterprises to invest heavily in identity assurance technologies.

The unprecedented surge in digital payments, e-commerce transactions, and remote work adoption has accelerated the uptake of identity solutions. Organizations are under constant pressure to prevent fraud, secure sensitive data, and build trust among consumers. According to data from Juniper Research, digital identity verification spending is expected to surpass USD 20 billion globally by 2027, underlining the pace at which enterprises are allocating budgets for identity infrastructure. Furthermore, advancements in artificial intelligence and machine learning have enabled more accurate and frictionless biometric verification methods, from facial recognition to behavioral analytics, offering lucrative opportunities for market expansion. Nevertheless, high integration costs, fragmented identity ecosystems, and privacy concerns among users pose challenges that may slightly hinder seamless adoption over the coming decade.

The detailed segments and sub-segments included in the report are:

By Component:

  • Solutions
  • Services

By Identity Type:

  • Biometric
  • Non-Biometric

By Solution Type:

  • Identity Verification
  • Authentication
  • Identity Lifecycle Management

By Organization Size:

  • Large Enterprises
  • SMEs

By Vertical:

  • BFSI
  • Telecom & IT
  • Government & Defense
  • Healthcare
  • Retail & E-Commerce

By Deployment:

  • Cloud
  • On-Premises

By Region:

  • North America
  • U.S.
  • Canada
  • Europe
  • UK
  • Germany
  • France
  • Spain
  • Italy
  • ROE
  • Asia Pacific
  • China
  • India
  • Japan
  • Australia
  • South Korea
  • RoAPAC
  • Latin America
  • Brazil
  • Mexico
  • Middle East & Africa
  • UAE
  • Saudi Arabia
  • South Africa
  • Rest of Middle East & Africa
  • Large enterprises are expected to dominate the market with the highest share during the forecast period. Their leadership position stems from vast digital footprints, complex identity management needs, and the financial capacity to deploy advanced solutions. Large organizations are adopting integrated identity lifecycle management platforms, embedding biometrics across enterprise systems, and aligning authentication frameworks with regulatory standards. These investments not only ensure compliance but also enable operational efficiency and enhanced user trust. SMEs, while increasingly exploring cloud-based identity platforms for cost efficiency, still lag in terms of market share compared to large enterprises that require robust, scalable, and multilayered identity protection.
  • Biometric identity solutions currently lead in revenue contribution and are projected to maintain their dominance throughout the forecast horizon. Fingerprint recognition, facial scans, iris recognition, and voice-based authentication have become integral to both enterprise and consumer applications. The preference for biometric systems is rooted in their accuracy, lower risk of credential theft, and alignment with government-backed initiatives such as e-passports and national digital ID schemes. Non-biometric solutions, while important for password management and multi-factor authentication, are increasingly being integrated with biometrics to form hybrid frameworks. Thus, biometric solutions act as the cornerstone of revenue generation, while non-biometric models complement adoption in regulatory-heavy environments.
  • The key regions considered for the Global Digital Identity Solutions Market study include North America, Europe, Asia Pacific, Latin America, and the Middle East & Africa. North America dominated the market in 2024, driven by advanced cybersecurity infrastructure, high digital adoption rates, and stringent identity protection mandates. The presence of leading vendors in the U.S. has further reinforced market growth in the region. Meanwhile, Asia Pacific is expected to grow at the fastest pace during the forecast period, propelled by booming digital economies in India, China, and Southeast Asia. Rapid fintech adoption, large-scale government digital identity programs like Aadhaar, and massive mobile penetration have created fertile ground for expansion. Europe, underpinned by strict GDPR compliance and rapid e-government rollouts, maintains steady demand, whereas Latin America and the Middle East & Africa are gradually advancing toward wider adoption through rising e-commerce and financial inclusion initiatives.

Major market players included in this report are:

  • Thales Group
  • Microsoft Corporation
  • NEC Corporation
  • Accenture Plc
  • TransUnion LLC
  • Okta, Inc.
  • ForgeRock Inc.
  • Oracle Corporation
  • Cognizant Technology Solutions Corporation
  • IBM Corporation
  • Entrust Corporation
  • OneSpan Inc.
  • Experian Plc
  • Tata Consultancy Services Limited
  • Daon, Inc.

Global Digital Identity Solutions Market Report Scope:

  • Historical Data - 2023, 2024
  • Base Year for Estimation - 2024
  • Forecast period - 2025-2035
  • Report Coverage - Revenue forecast, Company Ranking, Competitive Landscape, Growth factors, and Trends
  • Regional Scope - North America; Europe; Asia Pacific; Latin America; Middle East & Africa
  • Customization Scope - Free report customization (equivalent to up to 8 analysts' working hours) with purchase. Addition or alteration to country, regional & segment scope*

The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values for the coming years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within the countries involved in the study. The report also provides detailed information about crucial aspects, such as driving factors and challenges, which will define the future growth of the market. Additionally, it incorporates potential opportunities in micro-markets for stakeholders to invest, along with a detailed analysis of the competitive landscape and product offerings of key players. The detailed segments and sub-segments of the market are explained above.

Key Takeaways:

  • Market Estimates & Forecast for 10 years from 2025 to 2035.
  • Annualized revenues and regional-level analysis for each market segment.
  • Detailed analysis of the geographical landscape with country-level analysis of major regions.
  • Competitive landscape with information on major players in the market.
  • Analysis of key business strategies and recommendations on future market approach.
  • Analysis of the competitive structure of the market.
  • Demand side and supply side analysis of the market.

Table of Contents

Chapter 1. Global Digital Identity Solutions Market Report Scope & Methodology

  • 1.1. Research Objective
  • 1.2. Research Methodology
    • 1.2.1. Forecast Model
    • 1.2.2. Desk Research
    • 1.2.3. Top Down and Bottom-Up Approach
  • 1.3. Research Attributes
  • 1.4. Scope of the Study
    • 1.4.1. Market Definition
    • 1.4.2. Market Segmentation
  • 1.5. Research Assumption
    • 1.5.1. Inclusion & Exclusion
    • 1.5.2. Limitations
    • 1.5.3. Years Considered for the Study

Chapter 2. Executive Summary

  • 2.1. CEO/CXO Standpoint
  • 2.2. Strategic Insights
  • 2.3. ESG Analysis
  • 2.4. key Findings

Chapter 3. Global Digital Identity Solutions Market Forces Analysis

  • 3.1. Market Forces Shaping The Global Digital Identity Solutions Market (2024-2035)
  • 3.2. Drivers
    • 3.2.1. proliferation of cloud-based ecosystems
    • 3.2.2. widespread use of mobile devices
  • 3.3. Restraints
    • 3.3.1. high integration costs
  • 3.4. Opportunities
    • 3.4.1. exponential rise in online transactions

Chapter 4. Global Digital Identity Solutions Industry Analysis

  • 4.1. Porter's 5 Forces Model
    • 4.1.1. Bargaining Power of Buyer
    • 4.1.2. Bargaining Power of Supplier
    • 4.1.3. Threat of New Entrants
    • 4.1.4. Threat of Substitutes
    • 4.1.5. Competitive Rivalry
  • 4.2. Porter's 5 Force Forecast Model (2024-2035)
  • 4.3. PESTEL Analysis
    • 4.3.1. Political
    • 4.3.2. Economical
    • 4.3.3. Social
    • 4.3.4. Technological
    • 4.3.5. Environmental
    • 4.3.6. Legal
  • 4.4. Top Investment Opportunities
  • 4.5. Top Winning Strategies (2025)
  • 4.6. Market Share Analysis (2024-2025)
  • 4.7. Global Pricing Analysis And Trends 2025
  • 4.8. Analyst Recommendation & Conclusion

Chapter 5. Global Digital Identity Solutions Market Size & Forecasts by Component 2025-2035

  • 5.1. Market Overview
  • 5.2. Global Digital Identity Solutions Market Performance - Potential Analysis (2025)
  • 5.3. Solutions
    • 5.3.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
    • 5.3.2. Market size analysis, by region, 2025-2035
  • 5.4. Services
    • 5.4.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
    • 5.4.2. Market size analysis, by region, 2025-2035

Chapter 6. Global Digital Identity Solutions Market Size & Forecasts by Identity Type 2025-2035

  • 6.1. Market Overview
  • 6.2. Global Digital Identity Solutions Market Performance - Potential Analysis (2025)
  • 6.3. Biometric
    • 6.3.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
    • 6.3.2. Market size analysis, by region, 2025-2035
  • 6.4. Non Biometric
    • 6.4.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
    • 6.4.2. Market size analysis, by region, 2025-2035

Chapter 7. Global Digital Identity Solutions Market Size & Forecasts by Solution Type 2025-2035

  • 7.1. Market Overview
  • 7.2. Global Digital Identity Solutions Market Performance - Potential Analysis (2025)
  • 7.3. Identity Verification
    • 7.3.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
    • 7.3.2. Market size analysis, by region, 2025-2035
  • 7.4. Authentication
    • 7.4.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
    • 7.4.2. Market size analysis, by region, 2025-2035
  • 7.5. Identity Lifecycle Management
    • 7.5.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
    • 7.5.2. Market size analysis, by region, 2025-2035

Chapter 8. Global Digital Identity Solutions Market Size & Forecasts by Organization Size 2025-2035

  • 8.1. Market Overview
  • 8.2. Global Digital Identity Solutions Market Performance - Potential Analysis (2025)
  • 8.3. Large Enterprises
    • 8.3.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
    • 8.3.2. Market size analysis, by region, 2025-2035
  • 8.4. SMEs
    • 8.4.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
    • 8.4.2. Market size analysis, by region, 2025-2035

Chapter 9. Global Digital Identity Solutions Market Size & Forecasts by Vertical 2025-2035

  • 9.1. Market Overview
  • 9.2. Global Digital Identity Solutions Market Performance - Potential Analysis (2025)
  • 9.3. BFSI
    • 9.3.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
    • 9.3.2. Market size analysis, by region, 2025-2035
  • 9.4. Telecom & IT
    • 9.4.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
    • 9.4.2. Market size analysis, by region, 2025-2035
  • 9.5. Government & Defense
    • 9.5.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
    • 9.5.2. Market size analysis, by region, 2025-2035
  • 9.6. Healthcare
    • 9.6.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
    • 9.6.2. Market size analysis, by region, 2025-2035
  • 9.7. Retail & E-Commerce
    • 9.7.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
    • 9.7.2. Market size analysis, by region, 2025-2035

Chapter 10. Global Digital Identity Solutions Market Size & Forecasts by Deployment 2025-2035

  • 10.1. Market Overview
  • 10.2. Global Digital Identity Solutions Market Performance - Potential Analysis (2025)
  • 10.3. Cloud
    • 10.3.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
    • 10.3.2. Market size analysis, by region, 2025-2035
  • 10.4. On-Premises
    • 10.4.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
    • 10.4.2. Market size analysis, by region, 2025-2035

Chapter 11. Global Digital Identity Solutions Market Size & Forecasts by Region 2025-2035

  • 11.1. Growth Digital Identity Solutions Market, Regional Market Snapshot
  • 11.2. Top Leading & Emerging Countries
  • 11.3. North America Digital Identity Solutions Market
    • 11.3.1. U.S. Digital Identity Solutions Market
      • 11.3.1.1. Component breakdown size & forecasts, 2025-2035
      • 11.3.1.2. Identity Type breakdown size & forecasts, 2025-2035
      • 11.3.1.3. Solution type breakdown size & forecasts, 2025-2035
      • 11.3.1.4. Organization size breakdown size & forecasts, 2025-2035
      • 11.3.1.5. Vertical breakdown size & forecasts, 2025-2035
      • 11.3.1.6. Deployment breakdown size & forecasts, 2025-2035
    • 11.3.2. Canada Digital Identity Solutions Market
      • 11.3.2.1. Component breakdown size & forecasts, 2025-2035
      • 11.3.2.2. Identity Type breakdown size & forecasts, 2025-2035
      • 11.3.2.3. Solution type breakdown size & forecasts, 2025-2035
      • 11.3.2.4. Organization size breakdown size & forecasts, 2025-2035
      • 11.3.2.5. Vertical breakdown size & forecasts, 2025-2035
      • 11.3.2.6. Deployment breakdown size & forecasts, 2025-2035
  • 11.4. Europe Digital Identity Solutions Market
    • 11.4.1. UK Digital Identity Solutions Market
      • 11.4.1.1. Component breakdown size & forecasts, 2025-2035
      • 11.4.1.2. Identity Type breakdown size & forecasts, 2025-2035
      • 11.4.1.3. Solution type breakdown size & forecasts, 2025-2035
      • 11.4.1.4. Organization size breakdown size & forecasts, 2025-2035
      • 11.4.1.5. Vertical breakdown size & forecasts, 2025-2035
      • 11.4.1.6. Deployment breakdown size & forecasts, 2025-2035
    • 11.4.2. Germany Digital Identity Solutions Market
      • 11.4.2.1. Component breakdown size & forecasts, 2025-2035
      • 11.4.2.2. Identity Type breakdown size & forecasts, 2025-2035
      • 11.4.2.3. Solution type breakdown size & forecasts, 2025-2035
      • 11.4.2.4. Organization size breakdown size & forecasts, 2025-2035
      • 11.4.2.5. Vertical breakdown size & forecasts, 2025-2035
      • 11.4.2.6. Deployment breakdown size & forecasts, 2025-2035
    • 11.4.3. France Digital Identity Solutions Market
      • 11.4.3.1. Component breakdown size & forecasts, 2025-2035
      • 11.4.3.2. Identity Type breakdown size & forecasts, 2025-2035
      • 11.4.3.3. Solution type breakdown size & forecasts, 2025-2035
      • 11.4.3.4. Organization size breakdown size & forecasts, 2025-2035
      • 11.4.3.5. Vertical breakdown size & forecasts, 2025-2035
      • 11.4.3.6. Deployment breakdown size & forecasts, 2025-2035
    • 11.4.4. Spain Digital Identity Solutions Market
      • 11.4.4.1. Component breakdown size & forecasts, 2025-2035
      • 11.4.4.2. Identity Type breakdown size & forecasts, 2025-2035
      • 11.4.4.3. Solution type breakdown size & forecasts, 2025-2035
      • 11.4.4.4. Organization size breakdown size & forecasts, 2025-2035
      • 11.4.4.5. Vertical breakdown size & forecasts, 2025-2035
      • 11.4.4.6. Deployment breakdown size & forecasts, 2025-2035
    • 11.4.5. Italy Digital Identity Solutions Market
      • 11.4.5.1. Component breakdown size & forecasts, 2025-2035
      • 11.4.5.2. Identity Type breakdown size & forecasts, 2025-2035
      • 11.4.5.3. Solution type breakdown size & forecasts, 2025-2035
      • 11.4.5.4. Organization size breakdown size & forecasts, 2025-2035
      • 11.4.5.5. Vertical breakdown size & forecasts, 2025-2035
      • 11.4.5.6. Deployment breakdown size & forecasts, 2025-2035
    • 11.4.6. Rest of Europe Digital Identity Solutions Market
      • 11.4.6.1. Component breakdown size & forecasts, 2025-2035
      • 11.4.6.2. Identity Type breakdown size & forecasts, 2025-2035
      • 11.4.6.3. Solution type breakdown size & forecasts, 2025-2035
      • 11.4.6.4. Organization size breakdown size & forecasts, 2025-2035
      • 11.4.6.5. Vertical breakdown size & forecasts, 2025-2035
      • 11.4.6.6. Deployment breakdown size & forecasts, 2025-2035
  • 11.5. Asia Pacific Digital Identity Solutions Market
    • 11.5.1. China Digital Identity Solutions Market
      • 11.5.1.1. Component breakdown size & forecasts, 2025-2035
      • 11.5.1.2. Identity Type breakdown size & forecasts, 2025-2035
      • 11.5.1.3. Solution type breakdown size & forecasts, 2025-2035
      • 11.5.1.4. Organization size breakdown size & forecasts, 2025-2035
      • 11.5.1.5. Vertical breakdown size & forecasts, 2025-2035
      • 11.5.1.6. Deployment breakdown size & forecasts, 2025-2035
    • 11.5.2. India Digital Identity Solutions Market
      • 11.5.2.1. Component breakdown size & forecasts, 2025-2035
      • 11.5.2.2. Identity Type breakdown size & forecasts, 2025-2035
      • 11.5.2.3. Solution type breakdown size & forecasts, 2025-2035
      • 11.5.2.4. Organization size breakdown size & forecasts, 2025-2035
      • 11.5.2.5. Vertical breakdown size & forecasts, 2025-2035
      • 11.5.2.6. Deployment breakdown size & forecasts, 2025-2035
    • 11.5.3. Japan Digital Identity Solutions Market
      • 11.5.3.1. Component breakdown size & forecasts, 2025-2035
      • 11.5.3.2. Identity Type breakdown size & forecasts, 2025-2035
      • 11.5.3.3. Solution type breakdown size & forecasts, 2025-2035
      • 11.5.3.4. Organization size breakdown size & forecasts, 2025-2035
      • 11.5.3.5. Vertical breakdown size & forecasts, 2025-2035
      • 11.5.3.6. Deployment breakdown size & forecasts, 2025-2035
    • 11.5.4. Australia Digital Identity Solutions Market
      • 11.5.4.1. Component breakdown size & forecasts, 2025-2035
      • 11.5.4.2. Identity Type breakdown size & forecasts, 2025-2035
      • 11.5.4.3. Solution type breakdown size & forecasts, 2025-2035
      • 11.5.4.4. Organization size breakdown size & forecasts, 2025-2035
      • 11.5.4.5. Vertical breakdown size & forecasts, 2025-2035
      • 11.5.4.6. Deployment breakdown size & forecasts, 2025-2035
    • 11.5.5. South Korea Digital Identity Solutions Market
      • 11.5.5.1. Component breakdown size & forecasts, 2025-2035
      • 11.5.5.2. Identity Type breakdown size & forecasts, 2025-2035
      • 11.5.5.3. Solution type breakdown size & forecasts, 2025-2035
      • 11.5.5.4. Organization size breakdown size & forecasts, 2025-2035
      • 11.5.5.5. Vertical breakdown size & forecasts, 2025-2035
      • 11.5.5.6. Deployment breakdown size & forecasts, 2025-2035
    • 11.5.6. Rest of APAC Digital Identity Solutions Market
      • 11.5.6.1. Component breakdown size & forecasts, 2025-2035
      • 11.5.6.2. Identity Type breakdown size & forecasts, 2025-2035
      • 11.5.6.3. Solution type breakdown size & forecasts, 2025-2035
      • 11.5.6.4. Organization size breakdown size & forecasts, 2025-2035
      • 11.5.6.5. Vertical breakdown size & forecasts, 2025-2035
      • 11.5.6.6. Deployment breakdown size & forecasts, 2025-2035
  • 11.6. Latin America Digital Identity Solutions Market
    • 11.6.1. Brazil Digital Identity Solutions Market
      • 11.6.1.1. Component breakdown size & forecasts, 2025-2035
      • 11.6.1.2. Identity Type breakdown size & forecasts, 2025-2035
      • 11.6.1.3. Solution type breakdown size & forecasts, 2025-2035
      • 11.6.1.4. Organization size breakdown size & forecasts, 2025-2035
      • 11.6.1.5. Vertical breakdown size & forecasts, 2025-2035
      • 11.6.1.6. Deployment breakdown size & forecasts, 2025-2035
    • 11.6.2. Mexico Digital Identity Solutions Market
      • 11.6.2.1. Component breakdown size & forecasts, 2025-2035
      • 11.6.2.2. Identity Type breakdown size & forecasts, 2025-2035
      • 11.6.2.3. Solution type breakdown size & forecasts, 2025-2035
      • 11.6.2.4. Organization size breakdown size & forecasts, 2025-2035
      • 11.6.2.5. Vertical breakdown size & forecasts, 2025-2035
      • 11.6.2.6. Deployment breakdown size & forecasts, 2025-2035
  • 11.7. Middle East and Africa Digital Identity Solutions Market
    • 11.7.1. UAE Digital Identity Solutions Market
      • 11.7.1.1. Component breakdown size & forecasts, 2025-2035
      • 11.7.1.2. Identity Type breakdown size & forecasts, 2025-2035
      • 11.7.1.3. Solution type breakdown size & forecasts, 2025-2035
      • 11.7.1.4. Organization size breakdown size & forecasts, 2025-2035
      • 11.7.1.5. Vertical breakdown size & forecasts, 2025-2035
      • 11.7.1.6. Deployment breakdown size & forecasts, 2025-2035
    • 11.7.2. Saudi Arabia (KSA) Digital Identity Solutions Market
      • 11.7.2.1. Component breakdown size & forecasts, 2025-2035
      • 11.7.2.2. Identity Type breakdown size & forecasts, 2025-2035
      • 11.7.2.3. Solution type breakdown size & forecasts, 2025-2035
      • 11.7.2.4. Organization size breakdown size & forecasts, 2025-2035
      • 11.7.2.5. Vertical breakdown size & forecasts, 2025-2035
      • 11.7.2.6. Deployment breakdown size & forecasts, 2025-2035
    • 11.7.3. South Africa Digital Identity Solutions Market
      • 11.7.3.1. Component breakdown size & forecasts, 2025-2035
      • 11.7.3.2. Identity Type breakdown size & forecasts, 2025-2035
      • 11.7.3.3. Solution type breakdown size & forecasts, 2025-2035
      • 11.7.3.4. Organization size breakdown size & forecasts, 2025-2035
      • 11.7.3.5. Vertical breakdown size & forecasts, 2025-2035
      • 11.7.3.6. Deployment breakdown size & forecasts, 2025-2035

Chapter 12. Competitive Intelligence

  • 12.1. Top Market Strategies
  • 12.2. Thales Group
    • 12.2.1. Company Overview
    • 12.2.2. Key Executives
    • 12.2.3. Company Snapshot
    • 12.2.4. Financial Performance (Subject to Data Availability)
    • 12.2.5. Product/Services Port
    • 12.2.6. Recent Development
    • 12.2.7. Market Strategies
    • 12.2.8. SWOT Analysis
  • 12.3. Microsoft Corporation
  • 12.4. NEC Corporation
  • 12.5. Accenture Plc
  • 12.6. TransUnion LLC
  • 12.7. Okta, Inc.
  • 12.8. ForgeRock Inc.
  • 12.9. Oracle Corporation
  • 12.10. Cognizant Technology Solutions Corporation
  • 12.11. IBM Corporation
  • 12.12. Entrust Corporation
  • 12.13. OneSpan Inc.
  • 12.14. Experian Plc
  • 12.15. Tata Consultancy Services Limited
  • 12.16. Daon, Inc.
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Christine Sirois

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