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市场调查报告书
商品编码
1934209

脸部辨识市场-全球产业规模、份额、趋势、机会及预测(依技术、应用、最终用户、地区及竞争格局划分,2021-2031年)

Facial Recognition Market - Global Industry Size, Share, Trends, Opportunity, and Forecast, Segmented By Technology, By Application, By End user, By Region & Competition, 2021-2031F

出版日期: | 出版商: TechSci Research | 英文 185 Pages | 商品交期: 2-3个工作天内

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简介目录

全球脸部认证市场预计将从 2025 年的 80.3 亿美元成长到 2031 年的 215.8 亿美元,复合年增长率为 17.91%。

这项生物识别技术利用光学分析,将个人脸部特征与储存的资料库进行比对,从而验证或识别个人身分。市场成长的主要驱动力是政府和边境管制部门对强有力安全措施的迫切需求,以及银行和门禁系统对非接触式身分验证日益增长的商业性需求。高流量产业的采用率也印证了这个趋势。国际航空运输协会(IATA)预测,到2025年,全球50%的旅客将在旅途中使用过生物识别,显示该技术已深度融入关键基础设施。

市场概览
预测期 2027-2031
市场规模:2025年 80.3亿美元
市场规模:2031年 215.8亿美元
复合年增长率:2026-2031年 17.91%
成长最快的细分市场 二维人脸部认证
最大的市场 北美洲

儘管存在这些积极趋势,但市场在资料隐私和生物辨识资讯的伦理处理方面仍面临诸多挑战。公众对过度监控和滥用敏感个人资料的担忧,导致了严格的法规结构和供应商面临的合规性挑战。这些隐私问题,加上对演算法偏见的讨论,构成了重大障碍,可能会减缓脸部辨识解决方案的广泛应用,并削弱消费者的信任。

市场驱动因素

对先进监控和国防安全保障日益增长的需求是全球脸部辨识市场的主要驱动力。各国政府正积极部署自动化边境控制系统和高清监控网络,以消除安全威胁并优化移民程序。生物识别查核点点的快速扩张也印证了这个趋势。根据运输安全局(TSA) 于 2024 年 12 月发布的《TSA 2024 资料报告》,该机构已为 1407 台身分验证技术设备 (CAT) 配备了脸部认证功能,用于验证乘客身分。此类基础设施的广泛应用表明,公共领域对光学分析的依赖性日益增强,这一趋势在商业运输领域也同样存在。 SITA 报告称,70% 的航空公司计划在 2026 年前实施生物识别身份系统。

同时,生物识别验证在银行业和金融业的广泛应用正推动市场显着成长。金融机构正迅速采用脸部认证技术,以应对日益复杂的数位诈骗,并确保远端客户註册符合监管要求。合成身分犯罪的激增进一步加剧了这类解决方案的需求。根据Entrust于2024年11月发布的《2025年身分诈骗报告》,数位檔案伪造案件将年增244%,迫使银行部署先进的活体侦测演算法。由于传统密码系统在应对人工智慧驱动的威胁方面已显不足,金融业正逐步将脸部分析技术作为安全非接触式存取控制和交易认证的标准。

市场挑战

阻碍全球脸部辨识市场成长的关键障碍之一是对资料隐私和生物辨识资讯伦理管理的日益严格审查。随着供应商寻求扩大营运规模,他们面临着旨在防止敏感个人识别资讯被忽视和滥用的严格法规结构。这种合规负担给销售週期带来了巨大的阻力,公共和私营部门的潜在客户往往会因为责任风险和复杂的法律要求而推迟或放弃实施。关于演算法偏见的持续争论进一步加剧了这个问题的复杂性,创造了一个谨慎的采购环境,伦理检验成为进入市场的先决条件。

这种抵触情绪在业界是可以量化的,并且与采用率放缓直接相关。据生物辨识技术研究所(Biometrics Institute)称,58%的行业专家认为,隐私和资料保护问题是2024年市场发展面临的最大限制。这项数据表明,儘管技术不断进步,但公共信任的缺失以及由此产生的立法压力仍然是成长的一大阻力。因此,由于企业优先考虑风险规避而非即时部署生物识别解决方案,市场正经历收入延迟实现的困境。

市场趋势

随着供应商开发应对人工智慧驱动的生成式呈现攻击的反制措施,先进的活体侦测技术正在加速普及。与传统的欺骗手段不同,现代威胁涉及能够绕过标准检验的合成媒体,因此需要能够分析细微动作和皮肤纹理深度的演算法。这种技术革新对于打击人工智慧产生的身份盗窃的快速蔓延至关重要。根据Sumsub于2024年11月发布的《2024年身份诈骗报告》,全球深度造假诈骗案件数量将比前一年增长四倍,显着超过其他类型的诈骗。因此,市场正在转向被动检测技术,这些技术无需用户主动互动即可区分人类生物特征和合成复製品。

脸部认证技术在驾驶监控系统中的应用正迅速扩展,其应用领域已超越安全和行动装置解锁。汽车製造商正在为车辆配备热成像摄像头,以追踪驾驶员的视线模式和头部位置,确保车辆符合有关驾驶分心和疲劳驾驶的安全法规。这项应用正从高端小众市场走向大众市场。根据 Seeing Machines 公司于 2024 年 10 月发布的《2024 年财务报告》,配备该公司监控​​技术的车辆数量已超过 220 万辆,较上年增长 104%。这一增长表明,光学分析技术正成为全球汽车安全生态系统中的标准操作要素。

目录

第一章概述

第二章调查方法

第三章执行摘要

第四章:客户评价

第五章 全球脸部辨识市场展望

  • 市场规模及预测
    • 按金额
  • 市占率及预测
    • 依技术(2D脸部辨识、3D人脸部辨识、人脸分析)
    • 依应用领域(门禁控制、考勤管理/监控、情绪辨识、安全/监控等)
    • 按最终用户分类(零售和电子商务、媒体和娱乐、银行、金融服务和保险、汽车和交通、电信和IT、政府、医疗保健、其他)
    • 按地区
    • 按公司(2025 年)
  • 市场地图

第六章 北美脸部辨识市场展望

  • 市场规模及预测
  • 市占率及预测
  • 北美洲:国家分析
    • 我们
    • 加拿大
    • 墨西哥

第七章 欧洲人脸部辨识市场展望

  • 市场规模及预测
  • 市占率及预测
  • 欧洲:国家分析
    • 德国
    • 法国
    • 英国
    • 义大利
    • 西班牙

第八章 亚太地区脸部辨识市场展望

  • 市场规模及预测
  • 市占率及预测
  • 亚太地区:国家分析
    • 中国
    • 印度
    • 日本
    • 韩国
    • 澳洲

第九章 中东和非洲脸部辨识市场展望

  • 市场规模及预测
  • 市占率及预测
  • 中东和非洲:国家分析
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 南非

第十章:南美洲脸部辨识市场展望

  • 市场规模及预测
  • 市占率及预测
  • 南美洲:国家分析
    • 巴西
    • 哥伦比亚
    • 阿根廷

第十一章 市场动态

  • 司机
  • 任务

第十二章 市场趋势与发展

  • 併购
  • 产品发布
  • 最新进展

第十三章 全球脸部辨识市场:SWOT分析

第十四章:波特五力分析

  • 产业竞争
  • 新进入者的可能性
  • 供应商电力
  • 顾客权力
  • 替代品的威胁

第十五章 竞争格局

  • 3M Cogent, Inc.
  • NEC Corporation Pvt Ltd
  • Aware, Inc.
  • IDEMIA Group SAS
  • FacePhi Biometria SA
  • Onfido Holdings Ltd
  • Ayonix Corporation
  • Gemalto NV
  • Cognitec Systems GmbH
  • Id3 Technologies

第十六章 策略建议

第十七章:关于研究公司及免责声明

简介目录
Product Code: 1585

The Global Facial Recognition Market is projected to expand from USD 8.03 Billion in 2025 to USD 21.58 Billion by 2031, registering a CAGR of 17.91%. This biometric technology employs optical analysis to verify or identify individuals by matching distinct facial characteristics against a stored database. The market's growth is largely driven by the urgent need for robust security measures in government and border control sectors, alongside increasing commercial demand for contactless authentication in banking and physical access systems. This trend is evidenced by adoption rates in high-traffic industries; according to the International Air Transport Association, 50% of global passengers used biometric identification at some point in their journey in 2025, indicating significant integration into critical infrastructure.

Market Overview
Forecast Period2027-2031
Market Size 2025USD 8.03 Billion
Market Size 2031USD 21.58 Billion
CAGR 2026-203117.91%
Fastest Growing Segment2D Facial Recognition
Largest MarketNorth America

Despite these positive drivers, the market encounters a significant obstacle regarding data privacy and the ethical handling of biometric information. Public concern over excessive surveillance and the potential misuse of sensitive personal data has led to strict regulatory frameworks, creating compliance challenges for vendors. These privacy issues, often complicated by debates regarding algorithmic bias, constitute a major barrier that could slow widespread deployment and diminish consumer confidence in facial recognition solutions.

Market Driver

The increasing demand for advanced surveillance and homeland security serves as a primary catalyst for the global facial recognition market. Governments are aggressively implementing automated border control systems and high-definition surveillance networks to neutralize security threats and optimize immigration procedures. This shift is measured by the rapid operational expansion of biometric checkpoints; according to the Transportation Security Administration's 'TSA 2024 By the Numbers' report from December 2024, the agency equipped 1,407 Credential Authentication Technology units with facial recognition to verify passenger identities. The widespread rollout of such infrastructure underscores the reliance on optical analysis for public safety, a trend mirrored in the commercial transport sector where SITA reports that 70% of airlines plan to have biometric identity management in place by 2026.

Simultaneously, the growth of biometric identity verification in banking and finance is significantly driving market expansion. Financial institutions are swiftly adopting facial biometrics to combat sophisticated digital fraud and ensure regulatory compliance for remote customer onboarding. The urgency for these solutions is fueled by a sharp increase in synthetic identity crimes; according to Entrust's '2025 Identity Fraud Report' from November 2024, digital document forgeries rose by 244% year-over-year, compelling banks to integrate advanced liveness detection algorithms. As legacy password systems prove insufficient against AI-driven threats, the financial sector is transitioning toward facial analysis as the standard for secure, contactless access control and transaction validation.

Market Challenge

The primary obstacle hindering the growth of the Global Facial Recognition Market is the intensifying scrutiny regarding data privacy and the ethical management of biometric information. As vendors strive to scale operations, they face rigorous regulatory frameworks aimed at preventing surveillance overreach and the mishandling of sensitive personal identifiers. This compliance burden creates considerable friction in the sales cycle, as potential clients in both public and private sectors often postpone or abandon deployments due to liability risks and complex legal requirements. The persistent debate regarding algorithmic bias further complicates this issue, resulting in a cautious procurement environment where ethical validation becomes a prerequisite for market entry.

This resistance is quantifiable within the industry and correlates directly with slowed adoption rates. According to the Biometrics Institute, 58% of industry professionals in 2024 identified privacy and data protection concerns as the leading factor restraining the market. This statistic highlights that despite technological progress, the deficit in public trust and the resulting legislative pressure act as substantial brakes on growth. Consequently, the market experiences deferred revenue realization as organizations prioritize risk mitigation over the immediate integration of biometric solutions.

Market Trends

The adoption of advanced liveness detection is accelerating as vendors develop countermeasures against generative AI-driven presentation attacks. Unlike traditional spoofing, modern threats involve synthetic media capable of bypassing standard verification, necessitating algorithms that analyze micro-movements and skin texture depth. This technical evolution is essential to combat the rapid proliferation of AI-generated identity theft; according to Sumsub's 'Identity Fraud Report 2024' from November 2024, deepfake fraud incidents increased fourfold globally year-over-year, significantly outpacing other fraud types. As a result, the market is shifting toward passive detection technologies that can distinguish between human biology and synthetic replications without requiring active user interaction.

The integration of facial biometrics into Driver Monitoring Systems is expanding rapidly, creating a new volume vertical beyond security and mobile unlocking. Automotive manufacturers are incorporating infrared cameras to track gaze patterns and head positions, ensuring compliance with safety mandates regarding driver distraction and drowsiness. This application has moved from niche luxury adoption to mass-market production; according to Seeing Machines' 'Year End Results - FY2024' report from October 2024, the company recorded over 2.2 million vehicles on the road equipped with its monitoring technology, representing a 104% increase from the previous year. This growth indicates that optical analysis is becoming a standard operational component within the global automotive safety ecosystem.

Key Market Players

  • 3M Cogent, Inc.
  • NEC Corporation Pvt Ltd
  • Aware, Inc.
  • IDEMIA Group S.A.S.
  • FacePhi Biometria SA
  • Onfido Holdings Ltd
  • Ayonix Corporation
  • Gemalto NV
  • Cognitec Systems GmbH
  • Id3 Technologies

Report Scope

In this report, the Global Facial Recognition Market has been segmented into the following categories, in addition to the industry trends which have also been detailed below:

Facial Recognition Market, By Technology

  • 2D Facial Recognition
  • 3D Facial Recognition
  • Facial Analytics

Facial Recognition Market, By Application

  • Access Control
  • Attendance Tracking & Monitoring
  • Emotion Recognition
  • Security & Surveillance
  • Others

Facial Recognition Market, By End user

  • Retail & E-commerce
  • Media & Entertainment
  • BFSI
  • Automobile & Transportation
  • Telecom & IT
  • Government
  • Healthcare
  • Others

Facial Recognition Market, By Region

  • North America
    • United States
    • Canada
    • Mexico
  • Europe
    • France
    • United Kingdom
    • Italy
    • Germany
    • Spain
  • Asia Pacific
    • China
    • India
    • Japan
    • Australia
    • South Korea
  • South America
    • Brazil
    • Argentina
    • Colombia
  • Middle East & Africa
    • South Africa
    • Saudi Arabia
    • UAE

Competitive Landscape

Company Profiles: Detailed analysis of the major companies present in the Global Facial Recognition Market.

Available Customizations:

Global Facial Recognition Market report with the given market data, TechSci Research offers customizations according to a company's specific needs. The following customization options are available for the report:

Company Information

  • Detailed analysis and profiling of additional market players (up to five).

Table of Contents

1. Product Overview

  • 1.1. Market Definition
  • 1.2. Scope of the Market
    • 1.2.1. Markets Covered
    • 1.2.2. Years Considered for Study
    • 1.2.3. Key Market Segmentations

2. Research Methodology

  • 2.1. Objective of the Study
  • 2.2. Baseline Methodology
  • 2.3. Key Industry Partners
  • 2.4. Major Association and Secondary Sources
  • 2.5. Forecasting Methodology
  • 2.6. Data Triangulation & Validation
  • 2.7. Assumptions and Limitations

3. Executive Summary

  • 3.1. Overview of the Market
  • 3.2. Overview of Key Market Segmentations
  • 3.3. Overview of Key Market Players
  • 3.4. Overview of Key Regions/Countries
  • 3.5. Overview of Market Drivers, Challenges, Trends

4. Voice of Customer

5. Global Facial Recognition Market Outlook

  • 5.1. Market Size & Forecast
    • 5.1.1. By Value
  • 5.2. Market Share & Forecast
    • 5.2.1. By Technology (2D Facial Recognition, 3D Facial Recognition, Facial Analytics)
    • 5.2.2. By Application (Access Control, Attendance Tracking & Monitoring, Emotion Recognition, Security & Surveillance, Others)
    • 5.2.3. By End user (Retail & E-commerce, Media & Entertainment, BFSI, Automobile & Transportation, Telecom & IT, Government, Healthcare, Others)
    • 5.2.4. By Region
    • 5.2.5. By Company (2025)
  • 5.3. Market Map

6. North America Facial Recognition Market Outlook

  • 6.1. Market Size & Forecast
    • 6.1.1. By Value
  • 6.2. Market Share & Forecast
    • 6.2.1. By Technology
    • 6.2.2. By Application
    • 6.2.3. By End user
    • 6.2.4. By Country
  • 6.3. North America: Country Analysis
    • 6.3.1. United States Facial Recognition Market Outlook
      • 6.3.1.1. Market Size & Forecast
        • 6.3.1.1.1. By Value
      • 6.3.1.2. Market Share & Forecast
        • 6.3.1.2.1. By Technology
        • 6.3.1.2.2. By Application
        • 6.3.1.2.3. By End user
    • 6.3.2. Canada Facial Recognition Market Outlook
      • 6.3.2.1. Market Size & Forecast
        • 6.3.2.1.1. By Value
      • 6.3.2.2. Market Share & Forecast
        • 6.3.2.2.1. By Technology
        • 6.3.2.2.2. By Application
        • 6.3.2.2.3. By End user
    • 6.3.3. Mexico Facial Recognition Market Outlook
      • 6.3.3.1. Market Size & Forecast
        • 6.3.3.1.1. By Value
      • 6.3.3.2. Market Share & Forecast
        • 6.3.3.2.1. By Technology
        • 6.3.3.2.2. By Application
        • 6.3.3.2.3. By End user

7. Europe Facial Recognition Market Outlook

  • 7.1. Market Size & Forecast
    • 7.1.1. By Value
  • 7.2. Market Share & Forecast
    • 7.2.1. By Technology
    • 7.2.2. By Application
    • 7.2.3. By End user
    • 7.2.4. By Country
  • 7.3. Europe: Country Analysis
    • 7.3.1. Germany Facial Recognition Market Outlook
      • 7.3.1.1. Market Size & Forecast
        • 7.3.1.1.1. By Value
      • 7.3.1.2. Market Share & Forecast
        • 7.3.1.2.1. By Technology
        • 7.3.1.2.2. By Application
        • 7.3.1.2.3. By End user
    • 7.3.2. France Facial Recognition Market Outlook
      • 7.3.2.1. Market Size & Forecast
        • 7.3.2.1.1. By Value
      • 7.3.2.2. Market Share & Forecast
        • 7.3.2.2.1. By Technology
        • 7.3.2.2.2. By Application
        • 7.3.2.2.3. By End user
    • 7.3.3. United Kingdom Facial Recognition Market Outlook
      • 7.3.3.1. Market Size & Forecast
        • 7.3.3.1.1. By Value
      • 7.3.3.2. Market Share & Forecast
        • 7.3.3.2.1. By Technology
        • 7.3.3.2.2. By Application
        • 7.3.3.2.3. By End user
    • 7.3.4. Italy Facial Recognition Market Outlook
      • 7.3.4.1. Market Size & Forecast
        • 7.3.4.1.1. By Value
      • 7.3.4.2. Market Share & Forecast
        • 7.3.4.2.1. By Technology
        • 7.3.4.2.2. By Application
        • 7.3.4.2.3. By End user
    • 7.3.5. Spain Facial Recognition Market Outlook
      • 7.3.5.1. Market Size & Forecast
        • 7.3.5.1.1. By Value
      • 7.3.5.2. Market Share & Forecast
        • 7.3.5.2.1. By Technology
        • 7.3.5.2.2. By Application
        • 7.3.5.2.3. By End user

8. Asia Pacific Facial Recognition Market Outlook

  • 8.1. Market Size & Forecast
    • 8.1.1. By Value
  • 8.2. Market Share & Forecast
    • 8.2.1. By Technology
    • 8.2.2. By Application
    • 8.2.3. By End user
    • 8.2.4. By Country
  • 8.3. Asia Pacific: Country Analysis
    • 8.3.1. China Facial Recognition Market Outlook
      • 8.3.1.1. Market Size & Forecast
        • 8.3.1.1.1. By Value
      • 8.3.1.2. Market Share & Forecast
        • 8.3.1.2.1. By Technology
        • 8.3.1.2.2. By Application
        • 8.3.1.2.3. By End user
    • 8.3.2. India Facial Recognition Market Outlook
      • 8.3.2.1. Market Size & Forecast
        • 8.3.2.1.1. By Value
      • 8.3.2.2. Market Share & Forecast
        • 8.3.2.2.1. By Technology
        • 8.3.2.2.2. By Application
        • 8.3.2.2.3. By End user
    • 8.3.3. Japan Facial Recognition Market Outlook
      • 8.3.3.1. Market Size & Forecast
        • 8.3.3.1.1. By Value
      • 8.3.3.2. Market Share & Forecast
        • 8.3.3.2.1. By Technology
        • 8.3.3.2.2. By Application
        • 8.3.3.2.3. By End user
    • 8.3.4. South Korea Facial Recognition Market Outlook
      • 8.3.4.1. Market Size & Forecast
        • 8.3.4.1.1. By Value
      • 8.3.4.2. Market Share & Forecast
        • 8.3.4.2.1. By Technology
        • 8.3.4.2.2. By Application
        • 8.3.4.2.3. By End user
    • 8.3.5. Australia Facial Recognition Market Outlook
      • 8.3.5.1. Market Size & Forecast
        • 8.3.5.1.1. By Value
      • 8.3.5.2. Market Share & Forecast
        • 8.3.5.2.1. By Technology
        • 8.3.5.2.2. By Application
        • 8.3.5.2.3. By End user

9. Middle East & Africa Facial Recognition Market Outlook

  • 9.1. Market Size & Forecast
    • 9.1.1. By Value
  • 9.2. Market Share & Forecast
    • 9.2.1. By Technology
    • 9.2.2. By Application
    • 9.2.3. By End user
    • 9.2.4. By Country
  • 9.3. Middle East & Africa: Country Analysis
    • 9.3.1. Saudi Arabia Facial Recognition Market Outlook
      • 9.3.1.1. Market Size & Forecast
        • 9.3.1.1.1. By Value
      • 9.3.1.2. Market Share & Forecast
        • 9.3.1.2.1. By Technology
        • 9.3.1.2.2. By Application
        • 9.3.1.2.3. By End user
    • 9.3.2. UAE Facial Recognition Market Outlook
      • 9.3.2.1. Market Size & Forecast
        • 9.3.2.1.1. By Value
      • 9.3.2.2. Market Share & Forecast
        • 9.3.2.2.1. By Technology
        • 9.3.2.2.2. By Application
        • 9.3.2.2.3. By End user
    • 9.3.3. South Africa Facial Recognition Market Outlook
      • 9.3.3.1. Market Size & Forecast
        • 9.3.3.1.1. By Value
      • 9.3.3.2. Market Share & Forecast
        • 9.3.3.2.1. By Technology
        • 9.3.3.2.2. By Application
        • 9.3.3.2.3. By End user

10. South America Facial Recognition Market Outlook

  • 10.1. Market Size & Forecast
    • 10.1.1. By Value
  • 10.2. Market Share & Forecast
    • 10.2.1. By Technology
    • 10.2.2. By Application
    • 10.2.3. By End user
    • 10.2.4. By Country
  • 10.3. South America: Country Analysis
    • 10.3.1. Brazil Facial Recognition Market Outlook
      • 10.3.1.1. Market Size & Forecast
        • 10.3.1.1.1. By Value
      • 10.3.1.2. Market Share & Forecast
        • 10.3.1.2.1. By Technology
        • 10.3.1.2.2. By Application
        • 10.3.1.2.3. By End user
    • 10.3.2. Colombia Facial Recognition Market Outlook
      • 10.3.2.1. Market Size & Forecast
        • 10.3.2.1.1. By Value
      • 10.3.2.2. Market Share & Forecast
        • 10.3.2.2.1. By Technology
        • 10.3.2.2.2. By Application
        • 10.3.2.2.3. By End user
    • 10.3.3. Argentina Facial Recognition Market Outlook
      • 10.3.3.1. Market Size & Forecast
        • 10.3.3.1.1. By Value
      • 10.3.3.2. Market Share & Forecast
        • 10.3.3.2.1. By Technology
        • 10.3.3.2.2. By Application
        • 10.3.3.2.3. By End user

11. Market Dynamics

  • 11.1. Drivers
  • 11.2. Challenges

12. Market Trends & Developments

  • 12.1. Merger & Acquisition (If Any)
  • 12.2. Product Launches (If Any)
  • 12.3. Recent Developments

13. Global Facial Recognition Market: SWOT Analysis

14. Porter's Five Forces Analysis

  • 14.1. Competition in the Industry
  • 14.2. Potential of New Entrants
  • 14.3. Power of Suppliers
  • 14.4. Power of Customers
  • 14.5. Threat of Substitute Products

15. Competitive Landscape

  • 15.1. 3M Cogent, Inc.
    • 15.1.1. Business Overview
    • 15.1.2. Products & Services
    • 15.1.3. Recent Developments
    • 15.1.4. Key Personnel
    • 15.1.5. SWOT Analysis
  • 15.2. NEC Corporation Pvt Ltd
  • 15.3. Aware, Inc.
  • 15.4. IDEMIA Group S.A.S.
  • 15.5. FacePhi Biometria SA
  • 15.6. Onfido Holdings Ltd
  • 15.7. Ayonix Corporation
  • 15.8. Gemalto NV
  • 15.9. Cognitec Systems GmbH
  • 15.10. Id3 Technologies

16. Strategic Recommendations

17. About Us & Disclaimer