Election & Security
AI Solutions
Mechanism-driven AI for the integrity of elections — from voter registration to ballot recognition and polling station surveillance.
Elections tolerate zero errors. We model the mechanism of each problem first — face capture, mark detection, physical security — then build AI that quantifies and protects integrity at every stage of the electoral process.
Face Quality AI
Real-time quality measurement and correction of face images captured at registration sites. Automatic brightness adjustment for dark skin tones eliminates registration bias, while OFIQ metrics based on ISO/IEC standards quantify multi-dimensional face quality.
Eliminates skin tone bias. Adaptive exposure correction optimized for low-contrast faces.
ISO/IEC 29794-5 standard — multi-dimensional evaluation of pose, lighting, and sharpness.
Real-time Face Quality Scoring & Brightness Correction
& Scanner Calibration
A precision AI pipeline from mark recognition to scanner sensor calibration — mechanism-driven by design, with zero tolerance for error.
Mark Recognition · Contamination Check · IR/RGB Analysis
Automatic anchor point detection for precise mark coordinate mapping. Real-time skew and distortion correction.
Mark validity output as probability scores. Handles incomplete and duplicate mark edge cases.
Infrared imaging separates ink components and mark traces. Detects marks invisible to visible light.
Color, shape, and density analysis of marks. Ensemble verdict with IR results.
Auto-detect and filter vertical scan artifacts from the ballot image.
Distinguish dust, stains, and debris from ballot marks with no false positives.
Classify tears, folds, and moisture damage. Assign readability confidence flags.
Real-time detection and restoration of horizontal streak artifacts caused by CIS sensor faults or electrical noise.
Auto-learns correction parameters so scanners of different models produce identical output quality.
Anomaly Detection
Real-time AI analysis of CCTV footage at polling stations. People counting, trajectory tracking, and ballot box movement detection — guarding the physical integrity of elections around the clock.
Real-time headcount, movement path tracking, and automatic alert on unusual crowding.
24/7 position monitoring. Instant alert on unauthorized ballot box movement.
Real-time People Detection & Ballot Box Alert
AI Call Center Chatbot
A RAG-based AI diagnostic system for election operations staff and a multilingual call center chatbot. Provides real-time equipment troubleshooting in local languages including Arabic and English.
Retrieval-augmented guidance grounded in real equipment manuals — step-by-step troubleshooting for field staff.
Real-time call center automation in local languages including Arabic and English.
National Scale
Our election AI runs in real registration and polling environments worldwide
— built to perform under field conditions, not just in the lab.
Field-Deployed Equipment — Real Operating Conditions
Differently
We understand the mechanism first. Then we build AI on top of it.
We model the mechanism of a problem before feeding any data. Structure is designed first, then AI is built on top.
IR + RGB, thermal + visible, dual cameras — we overcome single-sensor limitations with complementary modalities.
In elections, AI trustworthiness is a prerequisite, not a feature. Auditable, unbiased, explainable AI is our default.
