Solutions

Solution 03

Edge AI Computing Node Solution

Beta Edge AI Node

Standardized edge computing units deployed on-site, supporting millisecond-level decisions and offline availability, suitable for smart cities, industrial sites and other complex scenarios.

Edge AI Computing Node Solution

Background

Smart cities, industrial sites, intelligent retail and other scenarios require millisecond-level decision-making.

Latency & Bandwidth

Transmitting all data back to the cloud has unacceptable latency and high bandwidth costs, and involves security and privacy data.

Network Bandwidth & Stability Constraints

Poor network conditions in edge scenarios, high cost and unreliability of large data transmission to cloud, affecting real-time performance.

Solution Content

Standardized edge computing units deployed on-site:

Hardware

Built-in proprietary low-power edge chips, 10-200 TOPS inference capability, industrial-grade storage and communication, 7×24 stable operation; waterproof, dustproof, and shockproof casing, adapting to complex working conditions.

Software

Supports industry models such as object detection, behavior recognition, license plate/face recognition, quality inspection, traffic flow; remote deployment, parameter tuning, log transmission and upgrade through central platform, forming 'centralized management + distributed inference'.

Operation

Local analysis only uploads structured results or alerts; nodes can operate independently when network is interrupted, achieving offline availability.

Key Advantages

Let data speak — let results be visible

<5ms
Edge Latency

Millisecond real-time response

90%
Bandwidth Savings

Local processing reduces transmission

7×24
Offline Available

Runs independently even offline

IP67
Industrial Protection

Adapts to harsh environments

Technical Capabilities

Deep technical capabilities powering your business

Low-Power Chips

Proprietary edge AI silicon, 10-200 TOPS compute, only 10-50W power consumption, supports vision, voice and other models

Edge-Cloud Collaboration

Local real-time inference, centralized cloud management, supports remote model updates, parameter tuning, log transmission

Industrial Reliability

IP67 protection rating, -40°C to 70°C operating temperature, waterproof dustproof shockproof, 7×24 stable operation

Standardized Deployment

Plug-and-play design, pre-installed with common models, supports batch configuration and remote operations, rapid scalable deployment

Target Industries

This solution is designed for the following industries and use cases

Urban Intelligence
Security
Manufacturing
Retail
Logistics
AgriTech
Energy

Implementation Process

Expert-guided implementation ensuring seamless project delivery

01
1 week
Scenario Survey

Understand deployment environment, business needs, network conditions and ops capabilities

02
1-2 weeks
Solution Customization

Select hardware specs, customize model configuration, design deployment plan

03
1-2 weeks
Device Deployment

On-site device installation, network configuration, integration with management platform

04
1 week
Function Validation

Model accuracy testing, performance stress testing, offline mode validation

05
Ongoing
Batch Rollout

Standardized configuration replication, batch deployment, remote monitoring and ops

FAQ

Common questions answered

Yes. Nodes have complete inference models and runtime environment built-in, can operate independently when offline. Locally caches data and automatically syncs results to cloud when network recovers. Suitable for industrial sites and remote areas with unstable networks.

Provides unified cloud management platform with visual monitoring of all node status, performance metrics, alerts. Supports group management, batch configuration, remote upgrades. Automatic alerts for abnormal nodes, with remote diagnosis or on-site dispatch options.

Supports object detection (YOLO, Faster R-CNN), image classification (ResNet, EfficientNet), face recognition, license plate recognition, behavior recognition, quality inspection and other vision models, as well as speech recognition, NLP models. Can customize industry models on demand.

IP67 protection rating, operates in -40°C to 70°C temperature range, waterproof dustproof shockproof. Passed reliability tests for high/low temperature, humidity, vibration, suitable for 24-hour operation in harsh environments like outdoors, factories, mines.

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