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Core Technology

Computer Vision & Document Intelligence

Our computer-vision stack combines deep face recognition, passive and active liveness, and intelligent OCR with state-of-the-art presentation-attack and deepfake detection.

Technical Capabilities

Seeing, reading and verifying identity from faces, documents and video.

Computer Vision & Document Intelligence — system architecture
99.7% PAD detection
190+ Document types
<1s 1:1 face match
Deepfake Resistant

Face Recognition & Search

CNN embeddings power 1:1 authentication and 1:N search across 1B+ records.

Liveness & PAD

Passive and active liveness with ISO 30107-3 presentation-attack detection.

Deepfake Detection

Defends remote channels against synthetic and replayed media.

Intelligent OCR

AI OCR classifies, extracts and verifies 190+ document types with auto-redaction.

Production Applications

Real-world business use cases

How this technology delivers impact in government, fintech, and enterprise operations.

Video KYC

Remote, liveness-verified onboarding for banks and fintechs.

Production

Face Authentication

Frictionless face login for apps and devices.

Production

Document Onboarding

Capture, classify and verify IDs in one pipeline.

Production

Deepfake Defence

Block synthetic-media attacks at the point of capture.

Production
Technology Stack

Sub-capabilities & technical set (21)

The granular technical stack executing beneath this domain.

domain_manifest.json
{
  "domain_id": "computer-vision",
  "group": "core technology",
  "techs_count": 21,
  "status": "PRODUCTION_READY"
}
Face Recognition Face Matching Face Authentication Face Search Face Embeddings Facial Landmark Detection Passive Liveness Active Liveness Anti-Spoof Detection Deepfake Detection Presentation Attack Detection (PAD) OCR Intelligent OCR Document Classification Document Verification Document Intelligence Image Quality Assessment Visual Reasoning Video Analytics CNN Architectures Transformer Vision Models
Standards & Compliance

System standards reference

Industry certifications and regulatory frameworks validated for this technology domain.

ISO 30107-3 PAD ISO/IEC 19794-5 NIST FRVT aligned Auto-redaction

Apply Computer Vision & Document Intelligence to Your Stack

Collaborate with Mantra's engineering and research teams to deploy these technical capabilities inside your identity solution.