Can AI processing run at the edge?

Cloud, edge and hybrid arrangements can be evaluated from model size, latency, connectivity, privacy and maintenance constraints.

How are user content and permissions handled?

The system scope can include consent, session rules, moderation, approval, retention and operator roles.

What validates an AI terminal pilot?

The pilot measures the user flow, input quality, processing behavior, latency, content controls, playback, device status and operator response.

Home

Find a product starting point.

Choose the closest finished product, then define what must change across the device, software, integration and production scope.

Primary product systemsAlarm and detection devices V16 Emergency Warning Lights Smart lock products GPS pet tracking devices AI holographic projection booths

Compare and prepareFind a product starting point Check the product requirements Send your project brief

OEM/ODM

Review the delivery capabilities behind the product.

Check how hardware, firmware, connectivity, apps, cloud services and production testing are coordinated around one product release.

Engineering proofConnectivity modules and integration Hardware and firmware Cloud and device management Apps and dashboards Manufacturing and testing AI vision and media integration

Connect proof to the projectFind a product starting point See the OEM/ODM delivery path Review manufacturing and testing

Company

Make the next product decision with fewer assumptions.

Use engineering-reviewed guides to compare connectivity, define requirements and check ownership, validation and supplier evidence.

Buyer guidanceExplore all decision guides Build a product requirements brief Check the sample-to-production path Resolve common buyer questions

Technical resourcesNB-IoT vs. Cat.1 guide LTE Cat.1 vs LTE-M Cellular vs Wi-Fi Wi-Fi vs Bluetooth MQTT vs HTTP Matter vs custom app Blog

Send Your Project Brief

AI vision and media integration for connected terminals.

Hanwu integrates cameras, user input, AI model services, cloud or edge processing, content permissions, managed playback and operator controls into connected terminals and installations.

Define AI Integration Scope Match This Work to a Product

Mobile app, device pairing, cloud dashboard and connected terminal workflow.

Engineering reference

AI vision and media integration

Connect the AI service to a defined product, permission flow and operating model.

The handoff risk this work resolves

An AI demo becomes difficult to operate when capture, consent, model service, latency, content review, playback and maintenance are designed separately.

Terminals that combine capture, processing and playback

Capture, model services, processing, permissions and managed playback connected to physical products.

Interactive AI booth workflow from input and processing to projection playback.

AI holographic projection booths

See how this capability supports the product

Input, model, permission and playback scope

Camera and input integration
Model-service and prompt workflow
Cloud, edge or hybrid processing
Consent and content permissions
Playback and display control
Operator dashboard and device status

Integration work from experience definition to pilot

Experience and input definition
AI service selection
Processing architecture
Permission and moderation flow
Playback integration
Pilot validation

AI terminal outputs for review

Connect the AI service to a defined product, permission flow and operating model.

Experience and system map

Input and equipment list

AI and processing decision

Permission and content rules

Integrated prototype and pilot criteria

Assign content, model and privacy ownership

Model-service and processing-account owner
Camera, input and user-permission responsibility
Cloud, edge or hybrid processing boundary
Moderation, content review and approval owner
Pilot acceptance and operating-support owner

AI Vision and Media Integration scope and common questions

Hanwu integrates cameras, user input, AI model services, cloud or edge processing, content permissions, managed playback and operator controls into connected terminals and installations.

Best for

Managed interactive installations
Terminals combining AI and display hardware
Programs prepared for experience pilots

Check first

Unmanaged AI demos
Projects without content or privacy ownership

Typical scope

Camera and input integration
Model-service and prompt workflow
Cloud, edge or hybrid processing
Consent and content permissions

What you receive

Experience and system map
Input and equipment list
AI and processing decision

Define the AI terminal boundary

Start from AI holographic projection booths

Define AI Integration Scope