High-performance Edge AI terminal solutions support 21TOPS to 275TOPS peak AI computing power, feature rugged thermal designs, rich peripheral interfaces, and industrial-grade long MTBF operation, ideal for edge-side deep learning and autonomous device deployment across multiple vertical industries.
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Overview
Edge AI refers to running artificial intelligence inference algorithms directly on local edge devices close to data sources, rather than relying on remote cloud servers, which significantly reduces data transmission latency, lowers bandwidth consumption, and improves data security and privacy, making it the core technical foundation for all kinds of autonomous intelligent devices. As the demand for low-latency, high-reliability intelligent applications grows across industries, the requirements for edge AI hardware terminals are also increasing, needing to balance high computing performance, stability, environmental adaptability and integration. Our Edge AI terminal solutions cover the entire process from hardware design, performance testing to mass production delivery, fully meeting the deployment requirements of various deep learning models on the edge side, supporting the stable operation of autonomous devices in complex scenarios.
Technical Capabilities
Our Edge AI terminal solutions are designed to cover diverse workload requirements from lightweight inference to high-load complex computing, with core technical capabilities including:
- Scalable AI Computing Power: Provides gradient computing power configurations ranging from 21TOPS floating-point arithmetic, 70/100TOPS AI processing, up to 275TOPS peak computing performance, developed based on mainstream general-purpose edge AI module platforms. Entry-level configurations are suitable for lightweight inference scenarios such as small robots and intelligent security, mid-range configurations adapt to complex scenarios such as autonomous delivery vehicles and intelligent inspection, and high-end configurations can meet the needs of high-load scenarios such as autonomous driving and low-altitude defense, providing sufficient computing power reserve for multi-sensor fusion and complex model reasoning.
- Rugged Structural & Thermal Design: Adopts lightweight reinforced aluminum alloy casing, with optional passive conduction cooling or fan cooling solutions, ensuring stable heat dissipation even in high-load continuous operation scenarios, avoiding performance degradation caused by overheating. Built-in universal field installation brackets simplify on-site deployment and adapt to different installation environments such as equipment cabinets, vehicle bodies and robot fuselages.
- Rich Peripheral Interface Support: Equipped with full IO interfaces including USB, CAN, RS232, GPIO, synchronous signal input/output, MIPI CSI, etc., compatible with various sensors, cameras, actuators and other peripheral devices for autonomous systems, supporting multi-device access and data interaction without additional expansion modules.
- Built-in Wireless Communication Capability: Integrated 4G and WIFI modules, supporting real-time data transmission between edge nodes and cloud platforms, enabling remote OTA updates, status monitoring and collaborative computing across multiple edge devices, supporting both local independent operation and cloud-edge collaborative working modes.
- Low-Power High-Integration Design: Optimized circuit and system architecture balance high computing performance and power consumption, suitable for battery-powered mobile autonomous devices, extending continuous operation time without reducing inference efficiency, reducing the volume and weight of the terminal at the same time to adapt to the installation needs of small and medium-sized devices.
Quality Standards
All Edge AI terminals follow strict industrial-grade quality control standards to ensure stable operation in complex and harsh working environments:
- Industrial-Grade Stability Assurance: All terminals pass strict reliability testing before delivery, achieve ultra-long MTBF (mean time between failures) performance, supporting continuous stable operation in harsh field environments, reducing the frequency of on-site maintenance and lowering operation and maintenance costs for users.
- Wide Temperature Adaptability: Products operate normally across industrial-grade temperature ranges from -40℃ to +85℃, adapting to outdoor, factory floor, agricultural field and other variable temperature scenarios without performance degradation or functional failure.
- EMC & Environmental Compliance: Meet international EMC (electromagnetic compatibility) standards, resisting electromagnetic interference in industrial, transportation and urban scenarios, and conform to relevant environmental protection and industry access regulations for different application sectors such as medical, transportation, and security.
- Comprehensive Performance Verification: All terminals undergo full testing before delivery, including computing power benchmark testing, interface compatibility testing, vibration and shock testing, high and low temperature cycling testing, and waterproof and dustproof testing (for high-protection models), to ensure consistent performance with design specifications.
Applications
Edge AI terminal solutions are widely applicable to multiple industry scenarios requiring local low-latency AI inference, including but not limited to:
- Intelligent Transportation & Smart City: Road inspection robots, autonomous driving domain controllers, low-altitude defense systems, smart community monitoring terminals, urban public facility patrol equipment, traffic flow identification edge nodes, smart building access control and energy management systems.
- Autonomous Mobile Robots: Material handling AGVs, unmanned delivery vehicles, unmanned cleaning vehicles, agricultural inspection robots, small commercial service robots, industrial inspection drones, logistics sorting robots, and special operation robots for harsh environments.
- Smart Manufacturing & Logistics: Workshop intelligent inspection terminals, logistics sorting edge computing nodes, production line quality visual inspection systems, warehouse inventory automatic identification equipment, industrial equipment predictive maintenance edge monitoring nodes, and worker safety behavior identification systems.
- Special Industry Scenarios: Portable medical AI diagnostic equipment, intelligent law enforcement terminals, financial retail intelligent interactive terminals, judicial monitoring edge nodes, smart agricultural environment perception and control systems, and animal husbandry health monitoring edge systems.
Key Advantages
Our Edge AI terminal solutions have significant advantages in meeting customized scenario requirements and reducing project landing costs:
- Modular Customization Support: Edge AI terminals support flexible configuration of computing power, interfaces, communication modules, cooling methods and protection levels according to scenario requirements, avoiding unnecessary performance waste and reducing deployment costs. Users can choose to add dedicated interfaces for specific scenarios such as agricultural sensor interfaces, automotive CAN bus interfaces, etc., to achieve the best match between product performance and actual demand.
- Mature Platform Compatibility: Solutions are developed based on mainstream general-purpose edge AI chip platforms, supporting common deep learning frameworks and model formats, reducing secondary development difficulty and shortening time to market for end products. Developers can directly transplant existing algorithm models without extensive adaptation work.
- Full Lifecycle Service Coverage: Provide end-to-end support from requirement evaluation, hardware design, prototype testing to mass production and after-sales technical support, adapting to different project stages from proof of concept, small-batch trial production to large-scale deployment, providing consistent technical support throughout the project cycle.
- Cost-Effective Deployment: Optimized design and supply chain system balance performance and cost, suitable for both small-batch customized scenario deployment and large-scale mass production requirements, reducing overall project investment without compromising product performance and reliability.
Contact Information
If you have any Edge AI terminal design, customization or deployment requirements, please contact our technical team through the official consultation channel. We will provide you with free pre-sales technical evaluation, targeted customized solution design and professional after-sales support services to help your edge AI application land efficiently.
Founded in 1997 and headquartered in Shenzhen, KINGBROTHER specializes in electronic interconnection technologies and hardware innovation. We focus on electronic product R&D, AI hardware solutions, engineering services, integrated design and manufacturing, and supply chain capabilities to deliver comprehensive PCB manufacturing, IPD (Integrated Product Development), and EMS services.
We are committed to becoming a world-class AI hardware solutions and manufacturing service provider, offering one-stop solutions for AI robots, industrial control, medical devices, new energy, and automotive electronics, helping our customers accelerate innovation and bring products to market faster.
We adhere to systematic design as our foundation, offering hardware, software, and industrial design services. With 6 self-owned design centers and a knowledge base including 3.27 million certified materials and 2,368 DFI rules, we significantly reduce design iterations by 60-80% and increase customer project success rates by 35%.
We have built an integrated technology chain from IC design IPD and PCB to integrated product manufacturing IPI. With 300+ technical solutions and over 2,500,000 product models and project verifications, we achieve closed-loop collaboration and optimization throughout the hardware innovation process.
Through strict QIS quality management systems and full-chain engineering empowerment via DF8, failure analysis, and process control, we eliminate 90% of pad defects and 70% of assembly risks, ensuring product safety for our customers.
Leveraging 5 IPI smart manufacturing bases and a cloud alliance of over 100 factories, we have established a flexible production system for small-batch, multi-batch needs. Our mature global supply chain ensures quick response and delivery, especially in component procurement.
With 29 years of expertise in high-end and specialty PCBs, we deliver reliable and flexible manufacturing solutions. We offer prototyping, quick-turn, and small-to-medium volume PCBs, including multilayer, HDI, high-copper, and rigid-flex boards, backed by a one-stop PCB service that empowers clients across industries, from AI hardware to cutting-edge electronics, to accelerate product innovation and bring ideas to market faster.
Reliable AI hardware solutions with full-lifecycle supply chain support. We provide highly reliable electronic manufacturing services. Our integrated PCBA, BOM management, NPI engineering and advanced failure analysis to guarantee reliable performance at every stage.
We focus on independent design house (IDH) and CAD design, providing AI hardware solutions and covering services such as hardware design, software design, industrial design, and EDA development.
100% Complete & Professional Solutions: From Design to Manufacturing.
