EVVR Automation
Edge AI Vision for Industrial Inspection
EVVR combines AI Frame Grabber edge hardware with EVVR OS, a ready-to-deploy industrial vision inspection platform. From image acquisition to automated defect detection, fully on-premise — no cloud dependency, no separate GPU server, no algorithm expertise required.
EVVR Solution: Hardware and Software Built as One System
EVVR OS and AI Frame Grabber 4PE together deliver a fully integrated vision inspection pipeline.
From image acquisition and on-card AI inference to model deployment, OTA updates, and fleet management
No separate server, no third-party middleware, no performance compromise.
EVVR Solutions:
Systems
EVVR OS
A ready-to-deploy industrial vision inspection system. Few-shot model training, local and inline deployment, multi-camera support — no algorithm expertise, no complex development required.
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Systems
EVVR App
Your automation system is harmonious with EVVR App, bringing you clearance & convenience for your automation settings.
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Vision
AI Frame Grabber
Combines 4-camera PoE+ GigE Vision capture and dual-NPU AI inference on a single PCIe x4 card.
Built for 24/7 factory inspection fleets.
Controllers
EVVR Center Lite
Absolute control from a no-cloud automation controller that supports Zigbee, Z-Wave, Bluetooth and WiFi in one local control network.
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Controllers
EVVR Center
The intelligent “brain” of EVVR automation system is local, reliable, secure, and private.
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Controllers
EVVR Hub - CES 2023 honoree
As a CES 2023 Innovation Awards honoree, EVVR Hub is a compact, cost-effective smart controller compatible with multiple protocols.
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Actuators
Homekit In-Wall Relay Switch
EVVR Homekit switch offers a compact solution for your existing wall switches, no neutral wire required and Homekit-enabled.
Most popular
Actuators
In-Wall Relay Switch (Multi-Protocol)
EVVR smart lighting control solution provides you highly compatible, no-neutral smart relay switch.
Learn more
Actuators
Energy Monitoring Relay
Compatible with HomeKit, Energy monitoring plug and relay switch controls your appliances with extended functionalities.
Learn more
Systems
EVVR OS
A ready-to-deploy industrial vision inspection system. Few-shot model training, local and inline deployment, multi-camera support — no algorithm expertise, no complex development required.
Learn more
Systems
EVVR App
Your automation system is harmonious with EVVR App, bringing you clearance & convenience for your automation settings.
Learn more
Vision
AI Frame Grabber
Combines 4-camera PoE+ GigE Vision capture and dual-NPU AI inference on a single PCIe x4 card.
Built for 24/7 factory inspection fleets.
Controllers
EVVR Center Lite
Absolute control from a no-cloud automation controller that supports Zigbee, Z-Wave, Bluetooth and WiFi in one local control network.
Learn more
Controllers
EVVR Center
The intelligent “brain” of EVVR automation system is local, reliable, secure, and private.
Learn more
Controllers
EVVR Hub - CES 2023 honoree
As a CES 2023 Innovation Awards honoree, EVVR Hub is a compact, cost-effective smart controller compatible with multiple protocols.
Learn more
Actuators
Homekit In-Wall Relay Switch
EVVR Homekit switch offers a compact solution for your existing wall switches, no neutral wire required and Homekit-enabled.
Most popular
Actuators
In-Wall Relay Switch (Multi-Protocol)
EVVR smart lighting control solution provides you highly compatible, no-neutral smart relay switch.
Learn more
Actuators
Energy Monitoring Relay
Compatible with HomeKit, Energy monitoring plug and relay switch controls your appliances with extended functionalities.
Learn more
Actuators
Homekit In-Wall Relay Switch
EVVR Homekit switch offers a compact solution for your existing wall switches, no neutral wire required and Homekit-enabled.
Most popular
Actuators
In-Wall Relay Switch (Multi-Protocol)
EVVR smart lighting control solution provides you highly compatible, no-neutral smart relay switch.
Learn more
Actuators
Energy Monitoring Relay
Compatible with HomeKit, Energy monitoring plug and relay switch controls your appliances with extended functionalities.
Learn more
AI Inspection Within Reach for Every Production Line
AI-Driven｜Few-shot learning ｜Multi-SKU Adaptability
4PE drops into any standard IPC slot. EVVR OS handles camera configuration, trains new defect models inline, real-time defect detection and model lifecycle management. No algorithm expertise required on the factory floor.
Inline Model Training
Train new defect models directly on the production line without stopping operations. As few as 5 sample images per defect class, no downtime, no off-site data collection.
No-Code Usability
Drag-and-drop interface and AI Copilot avaliable for model configuration. Operators run inspection tasks independently without on-site algorithm expertise and long-term support dependency.
On-Card AI Inference
All inference runs on AI Frame Grabber 4PE, no external GPU, no cloud round-trip. Minimal infrastructure requirements for faster project delivery and lower integration cost.
Adaptable AI Vision Solution to Automate Quality Control
EVVR's AI vision platform tackles your business challenges with prebuilt workflows, trained models and proven solutions. It is suitable for quality control across various industries for false/missed/mixed inspection scenarios.
Electronics
In low-volume, high-mix PCBA manufacturing, frequent product changes are common. Traditional computer vision systems demand hours of reprogramming and retraining for each product variation, leading to costly production delays during machine configuration and calibration.
EVVR Vision delivers 80% faster changeovers, enabling seamless transitions between diverse PCBAs. Our AI-powered solution requires minimal reconfiguration, ensuring rapid adaptation in high-mix quality control.
Core Value
• Efficiency: 80% faster changeover; Minimizes configuration time;
• Quality: 0% miss rate & 0.5% false positive rate
• Flexibility: Seamless transition between product variations with no lengthy retraining/reprogramming.
Products Used
Battery
Battery manufacturing requires high precision across every stage from electrode coating and cell stacking to module assembly and final pack inspection. Traditional vision systems struggle to keep up with evolving designs, subtle material variations, and high-speed production, resulting in quality risks and downtime.
EVVR’s AI-driven inspection solution delivers intelligent, adaptive quality assurance. Its vision engine automatically adjusts to new cell formats, chemistries, and assembly conditions, detecting coating irregularities, alignment errors, welding defects and surface anomalies with exceptional precision.
Core Value
• Efficiency: Up to 80% faster changeovers and less line downtime.
• Flexibility: Seamlessly adapts to new cell designs and production processes without retraining.
• Sustainability: Reduces waste, rework, and resource consumption for greener, smarter manufacturing.
Products Used
Automotive
Automotive manufacturing involves extremely diverse parts, complex assemblies, and frequent model changes, creating huge challenges for consistent, high-speed quality inspection. Traditional systems struggle with slow changeovers, frequent false detections, and heavy reliance on manual recalibration.
EVVR solution enables high-precision, multi-station inspection that intelligently adapts to complex parts, varying criteria, and different vehicle models. It performs real-time detection in high-speed production, minimizes false positives, and eliminates manual setup. Seamlessly integrated with MES and QMS, EVVR builds a connected, data-driven quality ecosystem for stronger traceability, consistency and efficiency.
Core Value
• Efficiency: Up to 80% faster changeover; reduced downtime and configuration effort.
• Quality: Real-time defect detection with 0% miss rate and ultra-low false positives.
• Flexibility: Smooth transitions between models without reprogramming or retraining
Products Used
Food & Beverage
EVVR OS solves F&B’s core QC pain points like Non-Standard Shapes, High-Speed Production, Fast SKU Changeovers and so on.
Traditional Vision struggles with fixed template matching and slow adaptation to products with non-uniform shapes/sizes.
EVVR OS Solutions：
• Non-standard shapes: Pre-trained multi-modal models learn intrinsic product features without fixed templates.
• High-speed production + Fast changeovers: Edge computing + few-shot learning enable efficient, low-latency inspection and no reprogramming required.
Core Value:
• Quality: 0% missed inspections; 99.9% hazard detection (blocks non-conforming products).
• Efficiency: 30% higher line efficiency; 80% lower changeover costs; Waste rate cut from 10% to <2%.
• Compliance: Full-lifecycle traceability.
Products Used
Integrates with your existing infrastructure
EVVR works alongside the protocols and platforms already on your factory floor, no rip-and-replace required.
Work with EVVR
We support system integrators, OEMs and factory automation teams. Talk to us about your inspection deployment. Join us and let's build solutions with more possibilities together !
Contact Sales