🏅 NIST IREX & PFTIII — Top Ranked | 🏆 #1 Iris · #2 Face UIDAI Leaderboard →
#2 UIDAI BIO CHALLENGE

AI Face Recognition, Reimagined.
Ranked #2 Globally.

ISO/ICAO-compliant neural architecture delivering high-fidelity face matching across diverse demographics, extreme lighting, pose variation, aging, and unconstrained environments — validated on real-world Aadhaar field data.

#2
Face Matching
UIDAI Bio Challenge
99.6%
Accuracy
At 1e-6 FMR
~100ms
Latency
1:1 Verification
ISO 19794-5
Compliance
ICAO 9303 · NIST

Real-Time Authentication

Experience frictionless facial recognition designed for the edge. Our proprietary AI algorithm performs detection, quality assessment, and seamless matching directly on standard hardware.

Fast 1:1 and 1:N Matching

High-speed verification alongside powerful 1:N recognition capabilities to support frictionless identity checks at scale.

Age-Invariant Processing

Works smoothly even with substantial age gaps between probe and enrollment images.

Diverse Demographics

Proprietary AI tested extensively across varied demographics to eliminate any racial or gender bias and ensure universal accuracy.

IDENTITY MATCHED
Neural Face Engine · Secure
99.6%Match
520BTemplate
95msLatency
IDBIO NFE · #NFE-AUTH-GRANT
NO MATCH
Identity not verified
18.2%Match
520BTemplate
88msLatency
IDBIO NFE · ACCESS DENIED
idbio IDBIO FACE AUTH
AUTH DEMO
Face Alignment
Position face within the box
Liveness
Speed
Score

Architecture Highlights

A powerful pipeline optimized for unconstrained environments. Built on an advanced proprietary AI model validated on diverse demographics.

Proprietary AI Algorithm

Advanced AI module fine-tuned and tested extensively across highly diverse demographics, and environmental conditions (i.e. lighting, pose variation, etc.) for unbiased, high-accuracy recognition.

High-Speed 1:1 & 1:N Matching

Engineered for high scalability. Supports lightning-fast 1:1 verification and highly scalable 1:N identification against massive galleries without dropping accuracy. Smaller template size enables efficient storage and retrieval.

ISO/ICAO Quality Pipeline

Real-time assessment of illumination uniformity, sharpness, expression neutrality, background compliance, and eye visibility per ISO 19794-5 and ICAO 9303 standards.

Age-Invariant Model

Works seamlessly even with significant age gaps between the probe and enrollment images. Proven reliability across all age groups from children to older adults, validated comprehensively in the field.

UIDAI Bio Challenge Performance

🥈
#2 Global Face Matching
UIDAI Bio Challenge — Real Field Data
View Official Leaderboard →
0.03
FNMR @ FMR1000
5+ yr
Age Variance
5-18 Yrs
Including Children

Evaluated on the world's hardest face benchmark — real enrollment images with extreme demographic diversity, environmental & sensor variations, and multi-year age gaps. Not lab data, rather noisy field-dataset.

Use Cases

💳
Identity Verification & eKYC
Verify customer identity in seconds for banking, telecom, and government onboarding. Frictionless selfie-based identity proofing with document matching.
🏦
Banking & Financial Services
Secure transactions, prevent account takeover, and ensure regulatory compliance with face-based authentication for global banks and fintechs.
🛡
Insurance Fraud Detection
Detect duplicate claims and impersonation by matching faces across policy databases. Authenticate policyholders before claim disbursement.
📅
Face-Based Attendance
Automated 1:N face recognition for workforce and student attendance. Eliminate buddy-punching, proxy attendance, and manual roll calls with touchless check-in.
📹
CCTV & Video Surveillance
Real-time 1:N face identification from live CCTV feeds. Detect persons of interest, trigger instant alerts, and enable proactive monitoring across camera networks.
🛫
Airport & Smart Travel
Seamless passenger processing with high-speed face recognition. Enable touchless boarding, automated e-gates, and frictionless transit experiences.
📚
Exam & Assessment Proctoring
Verify candidate identity and prevent proxy attendance in high-stakes examinations. Continuous face verification ensures integrity throughout the assessment.
🎫
Event Access & Face as a Ticket
Replace physical tickets and QR codes with face-based entry at concerts, stadiums, and conferences. Faster ingress, zero fraud, and a seamless attendee experience.

Deployment & Integration

📱
Mobile SDK
iOS & Android native libraries. On-device inference with CoreML / ONNX Runtime.
☁️
Server API
RESTful + gRPC. GPU-accelerated batch processing. Docker / K8s ready.
🏢
On-Premise
Deploy entirely within your secure network. Full data sovereignty with air-gapped support.

Technical Specifications

Template Size< 512 bytes
Matching Speed< 100ms (1:1)
Accuracy>99.6% @ 1e-6 FMR
StandardsISO 19794-5, ICAO 9303
PlatformsiOS, Android, Windows, Linux

Deploy Neural Face Engine

Get in touch with our engineering team for deployment requirements and integration timeline.

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