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

The Gold Standard in Iris.
Ranked #1 Globally.

The gold standard in biometric uniqueness — very high precision, ultra-low FNIR. Delivers sub-second high-accuracy matching at massive 1:N scale. Works flawlessly across diverse demographics and age groups. Field-tested on real-world UIDAI datasets.

#1
UIDAI Bio-challenge
Iris Leaderboard
99.5%
Matching Accuracy
@ 1e-6 FMR
200 ms
1:N Identification
@ 1M Gallery
~500 B
Iris Templates
Ultra-compact Size
NIST IREX · Top Vendors - FNIR < 0.006 @ FPIR 0.01

The Fastest 1:N Iris Search
Algorithm on Earth.

99.5%

Iris Identification Accuracy @ 0.01 FPIR

NIST IREX · Two-eye · Zero failure-to-enroll · Near-zero demographic bias

136x

faster 1:N search than top vendors

46–136x faster · 0.2s at 1M gallery · NIST IREX

1:N Search Time (sec) — lower is better
IDBIO
0.2s
IDEMIA
11s 46x
NEC
12s 50x
Neurotechnology
32s 136x

Templates up to 130x smaller

Less storage. Less bandwidth. Lower cost at billion-record scale.

IDBIO
1 KB
NEC
18 KB
18x larger
Neurotechnology
25 KB
25x larger
IDEMIA
130 KB
130x larger

Source: NIST IREX10 — Top Vendors with FNIR < 0.006 @ FPIR 0.01. Considered best submission per vendor.

Seamless Authentication at Scale

Experience frictionless biometric identification designed for both edge processing and centralized servers. Our proprietary algorithm natively performs rapid segmentation, precise quality assessment, and highly accurate matching.

Fast 1:1 and 1:N Matching

High-speed verification alongside exceptionally robust 1:N recognition capabilities to seamlessly support massive-scale identity checks.

Diverse Demographics

Our proprietary algorithm works flawlessly across widely varied demographics and multi-year age gaps to guarantee universal accuracy and completely eliminate bias.

Fraud Defense

Built-in proprietary orientation and fraud detection logic provides highly reliable, real-time anti-spoofing checks against complex presentation attacks and IRIS Swaps.

Proprietary Encoding Pipeline

A highly advanced, proprietary pipeline that delivers unparalleled accuracy and efficiency, purposefully engineered to move far beyond the limitations of outdated open-source methodologies.

Advanced Segmentation & Enhancement

Proprietary boundary detection robustly handles non-circular deformations, heavy occlusions from eyelids, and challenging specular reflections with absolute precision.

Proprietary IRIS Matching Algorithm

Expertly transforms complex iris textures into a uniquely compact ~500 B template, heavily optimizing inter-class separation to ensure consistently blazing-fast matching. Smaller size enables lower storage requirements.

Massive Scale 1:N Matching

Engineered systematically for national-scale databases. Executes ultra-fast matching at vast 1:N scale while maintaining an exceptionally low False Negative Identification Rate (FNIR).

Orientation & Liveness Defense

Integrated proprietary orientation and fraud detection logic provides highly reliable, real-time anti-spoofing, iris-swap checks and liveness checks.

UIDAI Bio Challenge Performance

🏆
#1 Global Iris 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 biometric benchmark — real enrollment images with extreme demographic diversity, environmental variation, sensor differences, and multi-year age gaps. Field-tested on real-world datasets — not just controlled lab data.

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~500 bytes
Matching Speed< 100 ms (1:1)
Sensor SupportNIR & Visible Light
PAD / LivenessProprietary Fraud Detection
Dual-EyeLeft + Right fusion
PlatformsiOS, Android, Windows, Linux

Deploy Iris Intelligence

Get in touch with our engineering team to discuss your deployment requirements and integration timeline.

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