AI Solutions
Intelligent detection, predictive analytics, and edge AI deployment
AI-Powered Industry Transformation
We bring artificial intelligence to traditional industries, enabling intelligent automation, predictive analytics, and data-driven decision making.
Our AI solutions integrate seamlessly with our sensing and RF platforms, creating comprehensive intelligent systems that transform how businesses operate.
Core Capabilities
- 🎯 Intelligent Detection & Recognition
- 📊 Predictive Analytics
- ⚡ Edge AI Deployment
- 🔧 Custom AI Integration
AI Solution Areas
Tailored AI applications for specific industry needs
Computer Vision
Advanced image and video analysis for object detection, tracking, and scene understanding.
- Object detection & classification
- Multi-object tracking
- Anomaly detection
- Real-time video analytics
Sensor Fusion AI
Intelligent fusion of data from radar, LiDAR, camera, and other sensors for enhanced perception.
- Multi-sensor data fusion
- 3D scene reconstruction
- Environmental mapping
- Cross-modal learning
Predictive Analytics
Machine learning models for prediction, forecasting, and proactive decision support.
- Predictive maintenance
- Demand forecasting
- Resource optimization
- Risk assessment
Industry Applications
AI solutions across diverse sectors
Smart Transportation
Traffic analysis, vehicle detection, parking management
Industrial Automation
Quality inspection, process optimization, safety monitoring
Energy Management
Demand prediction, charging optimization, grid balancing
Security & Surveillance
Intrusion detection, behavior analysis, perimeter protection
AI at the Edge
Deploy AI models directly on edge devices for real-time inference without cloud dependency. Lower latency, enhanced privacy, and reliable operation even without connectivity.
- ✓ Model optimization for edge deployment
- ✓ Hardware-software co-design
- ✓ Real-time inference pipelines
- ✓ Over-the-air model updates
Edge Platforms Supported
Platform Integration
AI enhances our other technology platforms
+ Perception
AI algorithms enhance radar, LiDAR, and vision data processing for superior sensing accuracy.
+ RF Systems
AI-driven spectrum sensing, interference detection, and adaptive signal processing.
+ Smart Energy
Intelligent charging scheduling, demand prediction, and fleet optimization.
Try Object Detection Live
Experience our AI detection capabilities in an interactive browser demo.
Launch Demo →Our AI Technology Stack
From data to deployment — a complete AI pipeline for industrial applications
Computer Vision
We deploy custom-trained YOLO models (v8/v9) for real-time object detection. Applications include defect detection on production lines, vehicle and pedestrian counting for traffic analysis, license plate recognition (ANPR), and PPE compliance monitoring. YOLOv8-L achieves 53.9% mAP on COCO at 165 FPS on NVIDIA A100. Our custom models achieve 85-98% precision on domain-specific datasets.
Edge AI Deployment
We optimize and deploy AI models on edge hardware for real-time inference without cloud dependency. Our pipeline includes model quantization (FP32 to INT8), TensorRT optimization for NVIDIA platforms, and OpenVINO for Intel. We support Jetson Orin NX processing 4 camera streams at 30 FPS each, with 15ms latency per frame, consuming only 15W.
Multi-Sensor Fusion
Our sensor fusion framework combines camera imagery for visual identification, radar for distance and velocity, LiDAR for 3D point clouds, and RF spectrum analysis for electronic signatures. The fusion engine runs a multi-hypothesis tracker maintaining consistent target identity across all modalities, improving reliability across complex environments.
Supported Frameworks & Hardware
Training
NVIDIA
Intel
Cross-platform
275 TOPS
Detection
Processing
Multi-stream
Case Study: Critical Infrastructure Monitoring
For critical infrastructure sites, we delivered a multi-sensor AI monitoring solution that combines vision, ranging, and signal analysis to improve situational awareness and event classification.
- Sensing: Complementary sensor inputs for robust detection under varied conditions
- AI Classification: Real-time identification and anomaly scoring with edge inference
- Tracking: Continuous multi-target tracking with low-latency updates
- Operations: Alert prioritization and operator-friendly incident workflows
Frequently Asked Questions
How long does custom AI model development take?
Typically 4-8 weeks from data collection to deployed model. This includes data gathering and annotation (1-2 weeks), training and optimization (1-2 weeks), and edge deployment with integration testing (1-2 weeks).
What accuracy can I expect?
For well-defined tasks with good training data, we typically achieve 90-98% precision and 85-95% recall. We always validate on held-out test sets from your actual deployment environment.
Do I need expensive GPU hardware?
Not necessarily. An NVIDIA Jetson Orin NX (credit-card sized, ~€500) can process 4+ camera streams at 30 FPS while consuming only 15W. We select the right hardware for your performance needs and budget.
How do you handle data privacy (GDPR)?
All edge AI solutions process data locally — images never leave your premises. We comply with GDPR and can implement face blurring, anonymization, and audit logging. Air-gapped deployments are available for sensitive environments.
Can AI work in poor lighting or bad weather?
Camera-based AI has limitations in darkness and severe weather. Our multi-sensor fusion approach combines radar and LiDAR (unaffected by lighting) with thermal cameras for reliable 24/7 detection in all conditions.
OpenClaw AI Assistant
Professional Deployment
Your own private AI assistant — running on your hardware, connected to your tools, shaped to your workflow. We install, configure, and hand it over ready to use.
Remote Installation
- ✓ OpenClaw install & base config
- ✓ LLM of your choice connected
- ✓ 1 channel (Telegram / Discord / etc.)
- ✓ Handover documentation
- ✓ 1 follow-up Q&A session
On-Site Installation
- ✓ Everything in Remote, done in person
- ✓ Hardware assessment & selection advice
- ✓ Network & security setup
- ✓ Live walkthrough & training
- ✓ 2 follow-up sessions (30 days)
Custom & Enterprise
- ✓ Custom AI personality & behavior
- ✓ Multi-channel integration
- ✓ Bespoke skill development
- ✓ Ongoing maintenance contract
- ✓ Admin training & documentation