Edge AI FAQ

Below are some of the most common questions we receive about our edge AI solutions, deployment models, and product capabilities.

1. What is an Edge AI Box?

An Edge AI Box is a compact industrial computer designed to run AI algorithms locally, close to the data source (such as cameras or sensors), without relying on cloud computing.

DAO EDGE Edge AI Boxes enable:

• Real-time video analytics

• Low-latency decision making

• Data privacy–first deployments

They are widely used in industrial, security, infrastructure, and smart facility environments.

2. Does the Edge AI Box require an internet connection?

No.

Our Edge AI Boxes are designed for offline-first operation:

• AI inference runs fully on-device

• No mandatory cloud connection

• Internet is optional, only needed for updates or remote access (if enabled)

This makes them suitable for private networks, air-gapped sites, and sensitive environments.

3. What AI applications are supported?

Typical supported scenarios include (depending on model and configuration):

• PPE detection (helmet, vest, mask)

• Intrusion & restricted area detection

• Fire & smoke detection

• Fall detection

• People counting & crowd density

• Abnormal behavior detection

• Custom computer vision models

If you have a specific use case, we can evaluate feasibility and recommend the appropriate hardware model.

4. Are your Edge AI solutions cloud-based or local?

Our solutions are primarily local (on-premise).

We support:

• Fully local deployment (no cloud)

• Hybrid deployment (optional cloud integration)

• Private server integration

Data ownership always remains with the customer.

5. Do you support OEM / ODM customization?

Yes.

We support OEM / ODM at both hardware and software levels, including:

• Custom hardware configurations

• Branded enclosures

• Pre-installed software & UI

• Customized AI model integration

• Private firmware builds

Please contact us with your project requirements.

6. What operating systems and AI frameworks are supported?

Depending on the hardware platform, we support:

• Linux-based operating systems

• Common AI inference frameworks (e.g. TensorRT, OpenVINO, ONNX Runtime, etc.)

Exact support depends on the selected Edge AI Box model.

7. Can I deploy my own AI models?

Yes.

You may:

• Deploy your own trained models

• Integrate third-party AI algorithms

• Request assistance for model optimization and deployment

We can also provide sample models, demo pipelines, and testing tools if needed.

8. How is data security handled?

Data security is a core design principle:

• Video and data processing stay on-device

• No forced data upload to third parties

• Supports private LAN-only deployments

• Optional access control and role-based permissions

This is ideal for compliance-sensitive industries.

9. What industries are your Edge AI Boxes used in?

Our solutions are commonly deployed in:

• Manufacturing & factories

• Warehouses & logistics centers

• Smart buildings & campuses

• Energy & infrastructure

• Healthcare & elderly care

• Retail analytics (project-based)

• Transportation hubs

10. How do I choose the right Edge AI Box model?

We typically evaluate:

• Number of video channels

• AI workload complexity

• Required inference performance

• Deployment environment (industrial / office / outdoor cabinet)

You can contact us with your requirements, and we will recommend the most suitable model.

11. Do you provide technical support?

Yes.

We provide:

• Pre-sales technical consultation

• Deployment guidance

• Documentation and testing materials

• Long-term project support (for OEM / system integrators)

12. How can I request a demo or more information?

You can:

• Contact us via the Contact page

• Send an inquiry to info@edgeaiworks.com

• Request sample units, demo videos, or test documentation