Highly optimized AI hardware solution leveraging heterogeneous accelerated computing architecture to support complex AI workloads, high-speed data transmission, and stable operation across harsh operating environments. Compatible with leading ARM, GPU, FPGA, DSP, and edge AI processor platforms to meet custom AI hardware development needs for all industry verticals.
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Overview
Modern AI applications ranging from edge autonomous devices to on-premise computing systems require hardware platforms that can deliver high computing throughput, low latency data processing, and stable long-term operation across diverse operating environments. Generic off-the-shelf hardware often fails to match the specific workload requirements of custom AI algorithms, leading to wasted computing resources, high latency, and suboptimal performance. Our AI hardware solution provides end-to-end support for custom AI hardware development, from chipset selection and schematic design to manufacturing, testing, and deployment, leveraging heterogeneous accelerated computing architecture to deliver up to 32 TOPS of peak computing power and 750 Gbps of high-speed I/O performance. The solution addresses core pain points in AI hardware development including high-speed signal integrity, thermal management, and cross-platform compatibility, supporting the rapid launch of reliable, high-performance AI products for all industry verticals.
Technical Capabilities
Our AI hardware solution covers all core technical requirements for custom AI hardware development, with support for leading industry processor platforms, high-speed interconnects, and flexible storage configurations:
- Multi-Processor Platform Compatibility: Supports a full range of mainstream AI and embedded processor platforms to match different workload performance and cost requirements, including ARM series processors (TI AM335x, AM437x, AM57x; NXP i.MX6, i.MX8, LS1043; Rockchip RK3288, RK3399, RK356x, RK3588; Allwinner T3, T5, A20; Hisilicon Hi3519, Hi3559), GPU series edge AI accelerators, FPGA platforms (Xilinx ZYNQ7020 series), and DSP platforms (TI TMS320C6678, TMS320C665x series).
- High-Performance Heterogeneous Computing Support: Delivers up to 32 TOPS of peak AI computing power and 750 Gbps of high-speed I/O throughput, with optimized heterogeneous computing architecture that distributes different types of AI workloads (inference, pre-processing, post-processing, data transmission) to the most suitable computing units, reducing end-to-end processing latency by up to 45% compared to homogeneous computing designs.
- Flexible Storage & Interface Configuration: Supports a full range of storage solutions including SDRAM, DDR2, DDR3, LPDDR3, DDR4, LPDDR4, eMMC, NAND flash, SPI flash, QSPI flash, EEPROM, and SRAM, with configurable I/O interfaces to match peripheral requirements for cameras, sensors, displays, and network connectivity. Precise 100Ω/90Ω impedance control ensures stable transmission of high-speed differential signals, MIPI CSI, and high-bandwidth memory interfaces, minimizing signal reflection, crosstalk, and data loss.
- Full-Process Development Support: Covers the entire AI hardware development lifecycle including requirement analysis, chipset selection, schematic design, PCB stackup planning, layout and routing, manufacturing, PCBA assembly, firmware burning, and development environment setup, with dedicated technical support available at every stage to resolve design and manufacturing challenges.
Quality Standards
All AI hardware solutions are designed and manufactured to comply with strict global industry quality and reliability standards, ensuring stable operation in diverse deployment scenarios:
- Signal Integrity & Performance Verification: Every design undergoes full signal integrity testing, power integrity testing, and EMC testing to verify stable transmission of high-speed signals even under maximum computing load, with no data distortion or transmission errors. Impedance matching verification ensures compliance with interface standard requirements for all high-speed peripherals.
- Environmental Reliability Testing: Finished products undergo a full suite of environmental reliability testing, including wide temperature range operation testing (-40℃ to +85℃), vibration and shock testing, humidity resistance testing, and dust ingress testing, ensuring stable operation in harsh industrial, outdoor, and vehicle-mounted deployment environments.
- Vertical Industry Compliance: Design and manufacturing processes align with specific industry compliance requirements for industrial automation, automotive electronics, medical devices, and consumer electronics, supporting customers to obtain relevant industry certifications for their end products.
Applications
Our AI hardware solution can be customized to meet the specific requirements of a wide range of AI-driven scenarios across all major industry verticals:
- Industrial Manufacturing: Deployed in autonomous inspection robots, production line real-time quality detection systems, predictive maintenance edge terminals, and industrial robot control units, supporting real-time processing of high-resolution visual data and sensor data to improve production efficiency and reduce downtime.
- Logistics: Used in autonomous guided vehicles (AGVs), autonomous mobile robots (AMRs), warehouse inventory scanning terminals, and intelligent logistics sorting equipment, enabling low-latency AI inference for path planning, object recognition, and obstacle avoidance.
- Retail: Applied in intelligent interactive kiosks, customer behavior analysis edge terminals, unmanned checkout systems, and smart shelf monitoring devices, supporting real-time processing of visual and audio data to improve customer experience and operational efficiency.
- Agriculture: Integrated into crop disease and pest detection devices, agricultural drone on-board computing units, soil and environment monitoring terminals, and smart irrigation control systems, enabling on-site AI inference without relying on cloud connectivity.
- Smart Cities: Deployed in edge computing nodes for public security monitoring, intelligent traffic management systems, smart street light control units, and smart community access control systems, supporting real-time processing of massive amounts of visual and sensor data at the edge to reduce cloud bandwidth costs.
- Healthcare: Used in AI-assisted diagnostic equipment, patient real-time monitoring terminals, and medical image analysis computing units, meeting strict reliability and data security requirements for medical applications.
- Service Industry: Integrated into intelligent service robots, voice interaction terminals, facial recognition access control systems, and smart catering order processing devices, supporting low-latency, high-accuracy AI inference for interactive applications.
Key Advantages
Our AI hardware solution delivers significant value for AI product development teams compared to generic hardware development approaches:
- Customized Workload Optimization: Hardware configuration is fully tailored to the specific requirements of your AI algorithm and deployment scenario, including computing power, storage capacity, interface types, and form factor, avoiding over-provisioning of hardware resources and reducing overall project costs by up to 30%.
- Mature Design Framework: Leverage proven reference designs for high-end AI evaluation boards and edge computing platforms, reducing hardware development cycles by 30% to 50% compared to designing from scratch, while minimizing design risks and ensuring first-pass success of prototypes.
- Full-Lifecycle Service Coverage: Supports all stages of AI product commercialization, including prototype verification, small-batch trial production, large-scale mass production, and after-sales technical support, with flexible production capacity to adapt to order volumes from dozens of units to hundreds of thousands of units.
- High-Density Manufacturing Capability: Advanced high-precision PCB production processes support complex high-layer board designs (up to 20 layers), micro-vias as small as 0.06mm, and line width/space as low as 2.0/2.0mil, ensuring high manufacturing yield even for the most compact, high-density AI hardware designs.
Contact Information
If you have any custom AI hardware development needs, or require technical support for existing AI hardware design projects, please reach out to our technical team. We provide free pre-sales technical evaluation, customized solution design, and professional technical consulting services to help you launch high-performance, reliable AI products faster.
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.
