Edge AI Camera Platform
Edge
Vision
Intelligence
AI-powered camera intelligence for safer, smarter and more sustainable cities.
EVI Camera System
12/13
Cameras online
9
Events sent to cloud today
98.5%
Avg fleet uptime
110ms
Avg inference latency
Product positioning
Intelligence at the edge, not just in the cloud
Most camera systems stream video for a server to analyze later. Edge Vision Intelligence inverts that: the model runs on the device, and only the decision — the inference — travels the network.
- On-device AI inference — decisions happen at the camera, not the data center.
- Built-in 4G/5G module sends detections to the cloud the instant they occur.
- One platform covers seven smart-city and safety use cases out of the box.
- Remote model deployment keeps every camera current without a truck roll.
Use cases
Seven detection domains, one camera fleet
Each use case ships with a purpose-trained Unarvu AI model, ready to deploy on day one.
Park & Public Safety
Detect incidents and unsafe behavior across parks and public spaces in real time.
Traffic Congestion
Measure vehicle flow and congestion to inform signal timing and city planning.
Intrusion / Trespassing
Guard restricted perimeters and critical infrastructure around the clock.
Illegal Dumping
Catch illegal dumping activity at hotspots and notify enforcement instantly.
Crowd Monitoring
Track crowd density and movement to manage capacity and safety at events.
Obstructive / Illegal Parking
Identify vehicles blocking lanes, fire access, and no-parking zones.
Environment Monitoring
Monitor rivers, water conditions, and environmental incidents in real time.
How it works
From detection to decision in seconds
Inference happens on the camera. Only the result — not the video stream — travels over the network.
Step 1
Capture
The on-device sensor continuously observes the scene at the edge.
Step 2
Infer on-device
A Unarvu AI vision model runs locally on the camera, classifying events in milliseconds — no cloud round-trip required.
Step 3
Transmit over 4G/5G
The moment a detection crosses threshold, the built-in cellular module sends the inference result — not raw video — straight to the cloud.
Step 4
Act in the cloud
Dashboards, alerts, and integrations react to the event in near real time, ready for enforcement or operations teams.
Installed system visual coming soon
Deployment
Designed for real-world deployment
Every EVI camera ships ready for unattended, off-grid installation — no trenching, no site power required.
- Solar-powered operation
- IP66 outdoor protection
- 4G/5G connectivity
- Remote monitoring
- Edge inference
Hardware
Engineered for edge intelligence
Every component is chosen for unattended, all-weather operation in the field.
Anatomy visual coming soon
- Toughened front glass
- AI vision core board
- Thermal management
- Light baffle and IR protection layer
- Weatherproof enclosure
- Adjustable mounting bracket
Platform
One platform, full operational visibility
Beyond detection — Edge Vision Intelligence gives operations teams the tools to manage a distributed camera fleet at scale.
AI-powered edge processing
Inference runs on the camera itself, not a remote server.
Real-time monitoring
Live status and detection feeds across the entire fleet.
Early warning and detection
Severity-tiered alerts the moment an edge detection crosses threshold.
Smarter decisions, efficient operations
Actionable intelligence that reduces manual review and response time.
Camera-health monitoring
Live heartbeat telemetry — uptime, temperature, signal strength — per device.
Event analytics
Trend dashboards across use cases, sites, and time windows.
Remote model deployment
Push updated AI models to the fleet over-the-air, roll back instantly if needed.
Cloud-connected device management
Manage every camera, status, and connectivity type from one platform.
ABOUT CRE8 IOT
Smart-city infrastructure, engineered for scale
Cre8 IOT designs and deploys connected sensor infrastructure for municipalities, utilities, and enterprise campuses. Edge Vision Intelligence is our flagship smart-camera platform — built to bring AI decision-making to the network edge instead of the data center.
Every model running on our cameras is developed and maintained by Unarvu AI, giving operators access to continuously improving detection accuracy without hardware replacement cycles.
7
Detection domains in production
4G/5G
Built-in cellular on every device
OTA
Remote model deployment
24/7
Unattended field operation
Designed in Malaysia. Built for global smart cities.
SERVICE INTEGRATOR PARTNERSHIP
Become an EVI Service Integrator
Partner with Cre8 IOT to deploy Edge Vision Intelligence solutions for municipalities, infrastructure operators and smart-city environments.
- Solution deployment
- Site assessment and installation
- Customer integration
- Local technical support
- Recurring service opportunities
- Access to future EVI use cases and models