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      Powering the next wave of distributed intelligence, our Edge AI solutions offer a comprehensive portfolio that scales across all edge tiers—from low-power inference to demanding large model inference. Every system is built as an AI integrated system, featuring GPU/accelerator-ready I/O for true plug-and-play deployment. This design is GenAI-ready, delivering optimized performance for vision AI, predictive analytics, and efficient on-device LLM inference.

      Learn More

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      gaming

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      Learn More

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      railway solution

      Our Rugged by Design CompactPCI/CompactPCI Serial, computer-on-modules, industrial-grade system and panel computer product portfolio has been specifically selected for onboard ATO/DMI and wayside CTC/RBC/TSRS railway solutions. ADLINK’s exceptional flexibility in design and manufacturing has been utilized by top rail signaling providers worldwide.

      Learn More

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      Autonomous Mobile Robots (AMRs) are able to carry out their jobs with zero to minimal oversight by human operators. Facilities such as schools, hospitals, shopping malls, and factories in particular can use a swarm of AMRs to improve operational efficiency and quality of life.

      Learn More

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      Everything is essentially driven by chips, and to suit the needs of diverse applications, a perfect wafer manufacturing process is necessary to ensure everything from quality to efficiency and productivity.

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      Fueled by edge computing, ADLINK smart manufacturing solutions guarantee faster data to decision results and create a more resilient and secured production environment for semiconductor and electronics manufacturing.

      Learn More
    • Strategic Partners
      AMD Ampere Arm Intel MediaTek NVIDIA NXP Qualcomm

      AMD-based Solutions

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      Empower your edge computing with ADLINK, a leading company enabling edge solutions. Leverage AMD's high performance, secure integration, and power efficiency advantages for a wide range of edge, networking, and edge systems with x86 core architecture. Experience superior processing and graphics performance with ADLINK's utilization of AMD EPYC™ Server CPUs and Ryzen™ Embedded series, powered by EPYC™ 9004/9005 Series CPUs and Radeon™ RX, perfect for industrial, medical, automation and gaming applications.

      Learn More

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      Experience the future of edge computing with our comprehensive offering, which includes the Ampere Altra-based COM-HPC module, a developer platform and/or dev kit. Dive in now to unleash superior performance, energy efficiency, and optimized TCO in applications including but not limited to industrial automation, autonomous vehicles, transportation, healthcare, video surveillance, and energy management.

      Learn More

      Arm-based Solutions

      Arm-based Solutions by ADLINK

      Based on Arm architecture, ADLINK also collaborates with Ampere, NXP, MediaTek, Qualcomm, and Rockchip in module computing development and value-added solutions across varied industries, including smart manufacturing, autonomous driving, robotics, AMR, drone, transportation, logistics, retail, infotainment, healthcare, security, and more.

      With plug-and-play tools, development kits, and all-encompassing systems, ADLINK and Arm empower developers to accelerate and realize their innovations.

      Learn More

      Intel-based Solutions

      Intel-based Solutions by ADLINK

      ADLINK is a Prestige Partner of Intel® Partner Alliance. From modular computing to system-ready use cases, ADLINK collaborates closely with Intel to deliver scalable, interoperable solutions that accelerate the deployment of intelligent devices with end-to-end analytics.

      ADLINK leverages Intel® AI Edge Systems to deliver scalable, high-performance AI at the edge. Built on proven, benchmarked edge computing platforms, these solutions integrate GPU and NPU acceleration with enterprise-ready manageability to optimize real-world AI workloads. With long lifecycle support, industrial-grade reliability, and best-in-class TCO, ADLINK and Intel enable faster time-to-market and seamless AI deployment across diverse edge environments.

      Learn More

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      ADLINK Technology and MediaTek are strategic partners that deliver innovative and powerful solutions for edge computing and edge AI applications. Leveraging MediaTek's flagship, power-efficient Genio platform SoCs and ADLINK's expertise in embedded and rugged designs, they provide high-performance, energy-efficient, and reliable modules and platforms in accomplishing various IoT use cases, such as smart home, human-machine interface, multimedia, industrial IoT, and robotics.

      Learn More

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      To fulfill industry-specific requirements, ADLINK is able to efficiently develop edge AI platforms, AI smart cameras, medical platforms, and AI portable GPU accelerators based on NVIDIA Jetson modules, the NVIDIA IGX platform, and RTX Embedded GPUs for applicable industries, including smart manufacturing, autonomous driving, autonomous mobile robots (AMR), robotics, transportation, healthcare, logistics, retail, infotainment, AI development, professional graphics, and gaming.

      Learn More

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      Utilizing NXP's i.MX 8 and i.MX 9 series technology, ADLINK offers edge-connected solutions to assist medical, test & measurement, automation, and smart city customers reduce TCO. This combination of NXP's technology with ADLINK's R&D experience in edge computing provides versatile and dynamic solutions for critical applications.

      Learn More

      Qualcomm-based Solutions

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      Qualcomm Technologies’ portfolio of leading robotics and drones solutions is driving next-generation use cases, including autonomous deliveries, mission critical use cases, commercial and enterprise drone applications and more.

      Among them, the Qualcomm QRB5165 solution is designed to help build consumer, enterprise or industrial robots with 5G connectivity, on-device AI and machine learning, superior computing, and intelligent sensing capabilities. By adopting Qualcomm QRB5165, ADLINK’s module will enable the proliferation of 5G in robotics and intelligent systems.

      Learn More
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Freshly Brewed Intelligence: The New Era of Smart Coffee Vending​

February 11, 2026
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<br />

Coffee vending machines are no longer simple dispensing systems. As consumers normalize café-level experiences, modern machines are becoming intelligent retail touchpoints scaled across offices, transit hubs, and public spaces. This evolution is driven not just by improved mechanics, but by the ability of edge AI to reshape how machines process and act on information as automation, cashless payments, and real-time data converge. Competing in the modern vending landscape is no longer just a product challenge, but a systems challenge. For manufacturers and operators, the focus has shifted from whether coffee vending can be automated to how systems can operate reliably in public environments, generate actionable intelligence, and remain manageable at scale.

Challenges

The Bitter Truth: Why Current Coffee Vending Falls Short

<br />
<br />
<br />
Inconsistent graphics & latency

for dynamic menus or
multimedia advertising

Limited safety compliance

increasing complexity for
public deployments

Constrained storage

complicating secure data retention
and serviceability

<br />
<br />
Minimal remote monitoring

requiring onsite checks and
slowing issue response

Fragmented data handling

restricting long-term
usage log and analytics

Solutions

Solution Architecture: The Ingredients Behind Smart Coffee Vending

<br />

  • Mini-ITX Platform
  • Professional Graphics Solution
  • Industrial Chassis
  • Remote Device Management
  • Touch Monitor

AmITX-RL-I Industrial Mini-ITX Motherboard

Designed for continuous operation with deterministic control and thermal stability. Supports a range of I/O for peripheral connectivity.

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NVIDIA RTX A400 PCI Express Graphics Card

Optional PEG card to support GPU-accelerated workloads, including high-load graphics, interactive content, and multimedia applications.

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RK-200I Rugged Mini-ITX Chassis

Industrial chassis for Mini-ITX platforms. Provides mechanical protection and expansion slots for deployment in demanding environments.

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EdgeGO Device Management Software

Centralized device management that enables remote access, system control, and software deployment across large-scale fleets.

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OM Series Industrial Touch Monitor

Industrial open-frame touch monitor designed for long service life. Delivers stable touch operation and seamless system integration.

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Platform Capabilities: Built for the Daily Rush

Stable Performance Under Sustained Load

When integrated with NVIDIA RTX A400, the system sustains smooth, high-load graphics performance for interactive menus and multimedia content displayed on interfaces such as the OM Series industrial touch monitors. This eliminates frame drops and UI latency during peak usage periods, ensuring consistent and responsive user interaction during extended operating hours.

Compliance-Ready Deployment for Public Environments

ADLINK’s FVP system design simplifies alignment with regional EMC certification requirements by incorporating compliance considerations into the system architecture. This reduces certification effort for system integrators and enables stable, compliant deployment across public and unattended environments worldwide.

Secure Remote Monitoring & Faster Issue Response

EdgeGO device management provides centralized remote monitoring and control across distributed machines, including power management and real-time fault handling. System behavior, pricing, promotions, inventory alerts, and payment logic can be updated centrally through scripted deployments using Python or Bash, eliminating the need for onsite intervention. Secure, web-based terminal access supports remote diagnostics, log inspection, service restarts, and troubleshooting without physical access or additional SSH tools.

Reliable Long-Term Data Retention & Serviceability

Smart vending systems generate substantial volumes of operational and usage data, making reliable long-term retention essential. ADLINK’s ASD+ SSD supports secure and consistent data logging across extended lifecycles, enabling structured usage analysis and segmentation without reliance on external storage workflows. A removable storage tray allows service or upgrade during routine maintenance without disrupting system integrity to ensure data continuity and long-term reliability.

Edge AI for On-Device Intelligence & Context Awareness

By leveraging on-device GPU acceleration, edge AI workloads such as computer vision inference and anomaly detection can be executed locally at the machine. Real-time, context-aware inference supports early fault detection and enables adaptive UI behavior for more precise, relevant advertising. Processing data locally also reduces latency and data transmission, supporting scalable deployment without cloud dependency.

Alternative Compute Path: A Modern Blend for Compact Designs

For space-constrained vending machine designs, a 3.5″ SBC platform offers a compact alternative to Mini-ITX systems that rely on separate accelerator cards. Powered by Intel® Core™ Ultra processors with an integrated NPU, these platforms support real-time AI workloads without requiring a discrete GPU. Optional native camera interfaces such as MIPI-CSI enable direct camera integration for vision-based functions. This highly integrated architecture reduces internal cabling, simplifies thermal design, and enables cleaner, more compact machine layouts while retaining flexibility through modular I/O expansion.

SBC35-ARL Preliminary
3.5" Single Board Computer with Intel® Core™ Ultra Processors (Series 2)
DATA SHEET
SBC35-MTL
3.5" Single Board Computer with Intel® Core™ Ultra Processors (Series 1)
DATA SHEET

Results

Brew Smarter: Value that Goes Beyond the Cup

<br />

By combining stable compute, optional GPU acceleration, edge AI, and secure remote management, smart coffee vending systems deliver tangible, system-level advantages:
 

  • High-Load Performance: Machines remain responsive even during intensive graphical and multimedia operation.

  • Built-In Compliance: Safety and EMC requirements are handled at the platform level, simplifying global certification.

  • Remote Pperations: Monitoring and control reduce the need for onsite service and maintenance.

  • Secure Data Foundation: Protected data handling enables analytics and long-term optimization.

  • Edge AI Computing: On-device intelligence for context-aware advertising and early anomaly detection.

The future of coffee vending is defined by how effectively systems leverage edge computing, embedded AI, and centralized remote management at scale to meet modern operational and user expectations. ADLINK’s integrated edge solution illustrate how these capabilities come together in practice, empowering the deployment of smarter coffee vending machines.

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