See Beyond Recording
Transform passive surveillance into active visual intelligence.
AI Development & Integrations
CV System Development
Computer vision systems for detection, tracking, OCR, surveillance, inspection, and visual intelligence.
Overview
Hexmon builds production-grade computer vision systems for detection, tracking, OCR, inspection, surveillance, monitoring, alerts, and real-time visual intelligence.
Pillars
Process in Milliseconds
Analyze images and video in real time using edge or server-side models.
Act With Confidence
Trigger alerts, workflows, reports, and actions from visual events.
What we build
Video Intelligence & Surveillance
Detect intrusions, suspicious activity, crowd movement, perimeter breaches, and events.
Object Detection & Tracking
Identify, count, and track people, vehicles, products, equipment, and anomalies.
OCR & Visual Data Extraction
Read number plates, documents, labels, meters, IDs, and visual text.
Face Recognition & Biometrics
Identity verification, liveness detection, and controlled access systems where legally appropriate.
Industrial Inspection
Detect defects, classify objects, measure tolerances, and verify production quality.
Custom Vision Models
Train models on business-specific image and video data.
Edge Camera Analytics
Run models on cameras, edge devices, local servers, or secure environments.
Arch layers
Camera Feed
Edge / Server
Vision Model
Event Detection
Alert Engine
Dashboard
Logs
Reports
Industries
Defense & surveillance
Manufacturing & quality control
Smart cities & traffic systems
Healthcare imaging
Retail analytics
Logistics & warehousing
Agriculture & drone imaging
Sensitive visual data
Deployment options
Edge devices
On-prem servers
Private cloud
Hybrid
Air-gapped
Frequently asked questions
What makes a production-grade computer vision system?
It includes reliable model accuracy, low-latency processing, camera integration, alerting, dashboards, monitoring, access control, deployment planning, and long-term model maintenance.
Can computer vision run in air-gapped environments?
Yes. Hexmon can design computer vision systems for edge devices, on-prem servers, private networks, and air-gapped environments.
How accurate are computer vision models?
Accuracy depends on camera quality, lighting, angle, training data, object variation, and deployment conditions. Hexmon validates models with real-world samples and improves them through testing.
Do you support edge deployment?
Yes. Vision models can run on edge devices, local servers, camera-connected systems, or hybrid infrastructure.
How is video data secured?
Security can include access control, encryption, local processing, audit logs, restricted storage, private deployment, and role-based dashboards.