Solutions
End-to-end engineering across AI software, embedded firmware, imaging systems, and application-specific hardware.

CCTV Solutions
Intelligent surveillance from camera firmware to AI platforms
Smart IP Camera Firmware
Embedded camera software for image processing, device control, connectivity, and edge intelligence.
AI-integrated VMS
Video management systems enhanced with intelligent event detection, search, alerts, and operational dashboards.
AI Surveillance Plugins
Flexible AI modules that add video analytics capabilities to existing surveillance infrastructure.
Synthetic Data Platform
Generate and manage representative training data for difficult, rare, or privacy-sensitive surveillance scenarios.
Active Learning
Continuously improve deployed AI models by selecting valuable field data for review and retraining.

Machine Vision Solutions
Purpose-built vision systems for measurement, inspection, and specialized imaging
MAVIS Platform
A modular machine vision platform for image acquisition, AI inference, workflow control, and result management.
Deep Learning OCR
Reliable text, code, and label recognition for variable industrial environments and challenging surfaces.
Accurate Vision Measurement
Camera-based dimensional measurement and geometry analysis for automated quality control.
Medical Machine Vision
Specialized imaging and analysis workflows designed to support medical devices and laboratory systems.
Vision for Microscopy
Image enhancement, detection, classification, and quantitative analysis for microscopic imagery.
Deep Learning Inspection
Automated defect detection and product classification for complex production quality requirements.

Hardware Solutions
Integrated imaging hardware engineered around the application
Vision System Integration
Cameras, lenses, lighting, controllers, and I/O engineered as a complete and reliable vision system.
Edge AI Devices
Application-ready processing hardware for low-latency inference and dependable on-site operation.
Custom Hardware Development
Dedicated electronics, interfaces, and enclosures developed for specialized deployment requirements.

Digital Transformation & AI Consulting
Practical strategy and delivery support for high-value AI initiatives
AI Opportunity Assessment
Evaluate operations, pain points, data readiness, and expected value to prioritize realistic AI opportunities.
Digital Transformation Roadmap
Create a phased technology roadmap that connects business priorities with data, software, and infrastructure decisions.
Data & Workflow Digitalization
Turn fragmented manual processes into measurable digital workflows ready for automation and intelligent analysis.
Proof of Concept Development
Validate technical feasibility and business impact with focused prototypes, real data, and clear success criteria.
AI Architecture Consulting
Design maintainable AI systems across cloud, edge, APIs, data pipelines, security, and operational monitoring.
Deployment & Adoption Support
Guide integration, governance, team enablement, and continuous improvement as AI moves into production.
