ID Document Liveness Detection SDK
Protect your digital onboarding process with AI-powered ID Document Liveness Detection SDK that verifies whether an identity document is physically present and authentic before verification begins. Detect screen replays, printed copies, portrait substitution, and sophisticated presentation attacks with fast, passive, and enterprise-ready document liveness verification.
- Detects Screen Replay & Display Attacks
- Prevents Printed Copy & Portrait Substitution Fraud
- Passive AI-Powered Document Liveness Detection
- Cross-Platform SDK for Web, Mobile & Server
Trusted by financial institutions, FinTech's, governments, telecom providers, and enterprises worldwide.
Trusted by Enterprises for Secure Document Liveness Detection
Recognito’s ID Document Liveness Detection SDK is designed to help organizations strengthen identity verification by combining enterprise-grade security, flexible deployment, developer-friendly integration, and scalable performance. Whether you’re protecting digital onboarding, eKYC workflows, or remote identity verification, Recognito delivers a reliable solution that integrates seamlessly into modern identity ecosystems.
Enterprise-Ready SDK
- Built for high-volume identity verification environments, the SDK delivers reliable performance, fast response times, and the scalability required for banking, government, fintech, healthcare, and other enterprise applications.
- Built for enterprise-scale deployments
- High availability and reliable performance
- Optimized for production environments
Fast & Developer-Friendly Integration
- Accelerate implementation with comprehensive documentation, SDKs, API references, integration guides, and sample projects that help development teams reduce deployment time and simplify integration across platforms.
- Comprehensive developer documentation
- Integration guides and API references
- Projects & Resources
Flexible Deployment Options
- Deploy the SDK in the cloud, on-premises, or within hybrid environments based on your infrastructure, compliance requirements, and data security policies without compromising performance.
- Cloud deployment
- On-premises deployment
- Hybrid deployment
Cross-Platform Compatibility
- Integrate document liveness detection across web, mobile, desktop, and server applications with SDKs designed to provide a consistent verification experience on every supported platform.
- Web
- Android & iOS
- Windows & Linux
Enterprise Security & Compliance
- Protect sensitive identity data with secure deployment options and support for globally recognized privacy and security standards, helping organizations meet regulatory and compliance requirements.
- GDPR & CCPA ready
- Enterprise-grade security
- Privacy-focused architecture
Identity Verification Ecosystem
- Extend your verification workflow by combining ID Document Liveness Detection with Recognito's Face Recognition, Face Liveness Detection, and ID Document Recognition SDKs to build a unified, end-to-end identity verification solution.
- Unified biometric platform
- Seamless SDK interoperability
- End-to-end identity verification
Advanced AI-Powered Document Liveness Detection
Recognito’s ID Document Liveness Detection SDK uses advanced AI to detect document presentation attacks before identity verification begins. From screen replay attempts and printed copies to portrait substitution and other sophisticated spoofing techniques, the SDK performs passive analysis to help organizations verify that an identity document is physically present and suitable for trusted digital onboarding.
Passive Document Liveness Detection
- Recognito performs passive document liveness detection during the normal document capture process without requiring users to perform additional actions. AI analyzes the captured document in real time to determine whether it is physically present, allowing organizations to strengthen security while maintaining a fast and seamless onboarding experience.
Passive Verification
AI verified document authentically in the background.
Frictionless User Experience
No extra steps or actions required from the end user.
Real-Time Analysis
Documents are analyzed instantly to deliver fast verification results.
Presentation Attack Detection (PAD)
- The SDK analyzes every document capture for signs of presentation attacks before verification continues. It helps organizations detect attempts to verify identities using non-genuine document presentations, reducing fraud risks and improving the integrity of digital identity verification workflows.
Automated Decisioning
Get clear recommendations to approve, review, or reject identity verification instantly.
Fraud Prevention
Reduce false approvals and block fraudulent identities with accurate AI-powered.
Seamless Integration
Easily integrate decision results into your workflow via API for automated onboarding.
Screen Replay & Display Attack Detection
- Recognito identifies when identity documents are presented through electronic displays rather than as physical documents. By analyzing display characteristics and visual inconsistencies, the SDK helps prevent screen replay attacks from entering the verification process.
Multi-Device Detection
Protects against identity documents displayed on smartphones, tablets, laptops, and monitors.
Advanced Display Analysis
AI detects pixel patterns, moiré effects, refresh rate inconsistencies, and screen artifacts.
Stronger Fraud Prevention
Blocks digital display attacks early to ensure only authentic physical documents are accepted for verification.
Printed Copy & Document Reproduction Detection
- The SDK analyzes visual characteristics associated with reproduced documents to help identify printed copies presented instead of original identity documents. This additional verification layer strengthens document authentication and reduces presentation-based fraud.
Printed Copy Detection
Accurately identifies printed or copied documents that attempt to bypass verification.
Document Reproduction Analysis
Detects subtle differences in printing, texture, and security elements.
Enhanced Fraud Protection
Adds an essential layer of security to prevent presentation-based identity fraud.
Portrait Substitution Detection
- Recognito analyzes document integrity to identify portrait substitution attempts and other visual manipulations designed to impersonate legitimate document holders. This helps organizations reduce identity fraud before facial verification begins.
Portrait Integrity Analysis
AI evaluates facial regions and document elements to ensure the portrait is authentic and untampered.
Manipulation Detection
Detects replaced, edited, or tampered facial and document elements using visual and AI-powered analysis.
Stronger Identity Assurance
Reduces identity fraud by blocking manipulated documents before proceeding to facial verification.
AI Risk Scoring & Decision Engine
- After analyzing the document capture, the SDK generates a confidence assessment that helps organizations determine whether the presented document is suitable for the next stage of identity verification. The decision engine integrates seamlessly into existing onboarding workflows, enabling faster and more consistent fraud detection.
Automated Decisioning
Get clear recommendations to approve, review, or reject identity verification instantly.
Fraud Prevention
Reduce false approvals and block fraudulent identities with accurate AI-powered decisions.
Intelligent Risk Scoring
AI assigns a dynamic risk score based on multiple detection signals and confidence levels.
Secure Document Liveness Detection for Every Identity Verification Journey
Recognito’s ID Document Liveness Detection SDK helps organizations prevent document presentation attacks across industries where trusted identity verification is essential. From financial institutions and government agencies to healthcare providers and cryptocurrency platforms, the SDK integrates seamlessly into digital onboarding workflows to verify that identity documents are physically present before verification continues.
Digital Banking & Finance
- Protect remote account opening by verifying that identity documents are physically present before customer onboarding. The SDK strengthens digital identity verification while helping reduce document fraud and support regulatory compliance.
- Secure Digital Onboarding
- eKYC Verification
- Fraud Prevention
- Faster Customer Verification
FinTech & Digital Payments
- Enable trusted customer onboarding by detecting document presentation attacks before identity verification. The SDK helps payment providers deliver secure, frictionless, and scalable verification experiences.
- Faster Customer Verification
- Reduced Fraud Risk
- Better User Experience
- Secure Digital Payments
Government & Digital Identity
- Strengthen digital public services by ensuring identity documents are genuine and physically present before citizen verification and access to online government services.
- Citizen Verification
- Secure Digital Services
- Identity Fraud Prevention
- Trusted eGovernment Programs
Cryptocurrency Exchanges
- Support secure KYC and AML onboarding by verifying document liveness before customer verification, helping exchanges reduce fraudulent registrations and strengthen compliance.
- Stronger KYC Compliance
- Reduced Identity Fraud
- Secure Customer Registration
- AML Support
Telecom & SIM Registration
- Verify subscriber identity documents before SIM activation to reduce fraudulent registrations and improve customer identity verification.
- Secure SIM Registration
- Identity Verification
- Fraud Reduction
- Regulatory Compliance
Travel & Border Control
- Verify identity documents before passenger processing to strengthen border security and improve automated travel verification.
- Trusted Passenger Verification
- Faster Border Processing
- Document Fraud Prevention
- Improved Travel Security
Healthcare & Digital Patient Services
- Protect healthcare platforms by verifying patient identity documents during registration and remote healthcare onboarding.
- Secure Digital Onboarding
- eKYC Verification
- Fraud Prevention
- Faster Customer Verification
Enterprise Workforce Verification
- Strengthen employee and contractor onboarding by verifying identity documents before granting access to enterprise systems and workplace resources.
- Secure Workforce Verification
- Remote Employee Onboarding
- Hiring Fraud Prevention
- Enterprise Identity Security
Intelligent Document Verification From Capture to Verified Identity
- Recognito's ID Document Recognition SDK transforms document verification into a fast, automated workflow. From capturing an identity document to extracting data and validating authenticity, every step is optimized for speed, accuracy, and enterprise security.
Document Capture
The verification process begins when a user presents an identity document using a supported mobile device, web camera, or desktop application. The SDK automatically captures a high-quality image while guiding users to position the document correctly for accurate analysis.
High-Quality Document Capture
Image Quality Assessment
Before performing liveness analysis, the SDK evaluates image quality to ensure the document is suitable for verification. Factors such as blur, glare, lighting, focus, and document visibility are assessed to improve accuracy and reduce verification failures.
- AI enhancement
Document Localization
The SDK identifies the document boundaries, confirms its position within the frame, and analyzes perspective to ensure the document is being presented naturally. This helps improve consistency before deeper fraud analysis begins.
- Document Successfully Localized
Surface Texture & Reflection
Recognito evaluates surface characteristics that help distinguish genuine physical identity documents from reproduced or digitally displayed versions. Natural reflections, texture consistency, and visual depth contribute to the document liveness assessment.
- Physical Document Characteristics
Presentation Attack Detection
The SDK analyzes the captured document for indicators commonly associated with presentation attacks, including screen replays, printed reproductions, portrait substitution, and other attempts to bypass identity verification using non-genuine document presentations.
- Presentation Attack Analysis Completed
Intelligent Multi-Layer Analysis
Every verification combines multiple AI-powered validation stages to provide a reliable document liveness decision while maintaining a fast, passive, and frictionless user experience.
Passive AI Verification
Real-Time Analysis
Enterprise-Ready Performance
Seamless Identity Verification Integration
Start with a 15-Day Free Trial
Get complete access to all SDK features and capabilities to evaluate, test, and integrate without any restrictions.
- Full SDK Access
- All Features Unlocked
- Technical Support
- Sample Projects
- Documentation
- Evaluation Assistance
No payment required.
Built for Performance.
Trusted for Secure Document Verification.
- Enterprise document verification requires more than fast OCR. Recognito's ID Document Recognition SDK combines AI-powered document analysis, enterprise-grade security, global document support, and scalable deployment to help organizations automate identity verification with complete confidence.
ID Document Liveness Detection at Enterprise Scale
- Helping organizations verify that every identity document presented during onboarding is physically present before document recognition and biometric verification begin.
Today
Per Minute
OCR Accuracy
Seconds
Performance
- Recognize and extract information from identity documents in real time using highly optimized AI models designed for enterprise-scale verification and high-volume onboarding.
Privacy & Security
- Protect sensitive personal information with encrypted document processing, secure data handling, privacy-first architecture, and enterprise-grade security controls.
Flexible Deployment
- Deploy the SDK on cloud, on-premise, private infrastructure, or hybrid environments while maintaining complete control over your identity verification workflows.
Global Compliance
- Designed to support international privacy regulations and security standards, helping organizations build trusted identity verification solutions for regulated industries.
Trusted and Certified for Regulatory Compliance
Real Results. Real Impact.
- Recognito's Biometric Verification SDK is powering secure, seamless, and scalable identity verification across industries. See how leading organizations are building trust and driving impact with Recognito.
Digital-First Bank
HOW RECOGNITO HELPED
Implemented AI-powered identity verification using Face Recognition, Face Liveness Detection, and ID Document Recognition to automate KYC and deliver a seamless onboarding experience.
Faster customer onboarding
Reduction in fraud attempts
Increase in conversion rate
National ID Program
HOW RECOGNITO HELPED
Deployed AI-powered face matching and document verification to automate citizen identity checks across multiple government services.
Identities verified
Faster identity rocessing
Verification accuracy
Multi-Specialty Hospital Group
HOW RECOGNITO HELPED
Integrated patient identity verification using Face Recognition and ID Document Authentication into the hospital’s digital registration workflow.
Reduction in duplicate patient records
Fewer administrative errors
HIPAA-compliant identity verification
National Telecom Provider
HOW RECOGNITO HELPED
Integrated Face Recognition, Face Liveness Detection, and ID Document Verification into the digital SIM registration process to automate customer verification.
Faster SIM registration
Reduction in identity fraud
Verification accuracy
International Airport Authority
HOW RECOGNITO HELPED
Implemented biometric face verification and document authentication to streamline passenger verification across automated border control checkpoints.
Faster passenger processing
Automated identity verification
Improved Border Security
Global Enterprise Group
HOW RECOGNITO HELPED
Integrated biometric employee verification into HR systems to automate workforce onboarding and secure workplace access.
Faster employee onboarding
Reduced Insider Security Risks
Centralized Identity Management
Leading Online Marketplace
HOW RECOGNITO HELPED
Implemented AI-powered customer identity verification during account creation and checkout for high-risk purchases.
Reduction in fraudulent transactions
Improved Customer Trust
Faster Account Verification
Digital Asset Exchange
HOW RECOGNITO HELPED
Integrated biometric identity verification and document authentication into the exchange onboarding workflow.
Faster KYC verification
Reduced Onboarding Abandonment
Enhanced AML Compliance
Smart Commercial Campus
HOW RECOGNITO HELPED
Deployed facial authentication for secure, passwordless access across office buildings, restricted facilities, and employee entrances.
Passwordless Building Access
Reduced Unauthorized Entrys
Improved Workplace Security
Trusted by Organizations Protecting Digital Identity Worldwide
Real experiences from businesses that rely on Recognito’s AI-powered biometric identity verification to create secure and seamless onboarding.
- The biggest improvement wasn't the fraud detection itself. It was the confidence it gave our compliance team. Before deployment, every suspicious onboarding required manual review. Today, most presentation attacks are filtered automatically before they ever reach our analysts.
Michael Carter
- Integration took less time than we originally estimated. Our engineers connected the SDK to our existing KYC workflow without major architectural changes, and it immediately became part of our production onboarding pipeline.
Priya Nair
- We process thousands of customer registrations every day. Stability mattered more to us than flashy features, and that's exactly what we found. The SDK has been reliable from pilot deployment through production.
Sophia Martinez
- Crypto platforms are constantly targeted by identity fraud. Screen replay attacks had become surprisingly common. Recognito added another layer of protection that strengthened our onboarding without making verification harder for legitimate users.
Daniel Brooks
- The documentation deserves credit on its own. Our development team didn't spend weeks trying to understand the integration because everything was already clearly explained with practical examples.
Kevin Huang
- Most vendors talk about AI, but very few explain how their technology fits into an enterprise workflow. Recognito's SDK integrated naturally with our document recognition and facial verification pipeline, which simplified deployment considerably.
Emma Richardson
- One thing we appreciated was that document liveness happens passively. Our customers don't have to repeat actions or follow additional instructions, which helped us keep the onboarding experience simple while improving security.
Ahmed Al Mansoori
- We evaluated four different SDKs before making our decision. Recognito consistently delivered the balance we were looking for: strong fraud protection, straightforward integration, and deployment flexibility. That combination made the choice easier than we expected.
Olivia Bennett
- The number of printed identity documents being submitted during remote verification was higher than we expected. After implementing document liveness detection, our fraud review team immediately noticed a measurable reduction in presentation attack investigations.
Lucas Weber
Start Building with Recognito's ID Document Liveness Detection SDK
Whether you’re evaluating document liveness detection for digital onboarding, exploring integration options, or preparing to deploy an enterprise identity verification solution, Recognito provides the tools, documentation, and technical resources your team needs to get started with confidence.
Book a Live Demo
- See how Recognito's ID Document Liveness Detection SDK identifies presentation attacks, verifies document liveness, and delivers reliable results through a personalized demonstration.
- Live product demonstration
- Technical consultation
- Solution architecture discussion
- Integration planning
Integration Resources
- Accelerate deployment with platform-specific SDKs, developer tools, sample projects, and implementation resources designed for enterprise identity verification applications.
- Web, Android & iOS SDKs
- Windows & Linux Support
- Server SDK
- Sample Projects
Explore Documentation
- Access developer documentation, SDK references, integration guides, API documentation, and resources to help team integrate document liveness detection efficiently.
- SDK Documentation
- API Reference
- Integration Guides
- Implementation Tutorials
Visit our GitHub
- Explore official SDK repositories, sample applications, integration examples, release updates, and developer resources maintained by the Recognito engineering team.
- Official SDK Repositories
- Code Samples
- Release Notes
- Developer resources
Discover the Complete Recognito SDK Suite
Every identity verification journey requires multiple layers of security. Combine ID Document Liveness Detection SDK with Recognito’s AI powered biometric and document verification technologies to build secure, scalable, and enterprise ready digital identity verification workflows from a single trusted platform.
Face Recognition SDK
Verify that the person presenting an identity document is its legitimate owner using advanced facial recognition technology for identity verification, customer onboarding, access control, and secure authentication.
Face Liveness Detection SDK
Protect onboarding from spoofing attacks by confirming that a real person is physically present during identity verification using passive AI-powered liveness detection for secure and seamless authentication.
ID Document Recognition SDK
Automatically extract, validate, and process data from passports, national identity cards, driver’s licenses, and other government issued documents using intelligent OCR and AI powered document recognition.
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