• 13th Gen Intel Core TE Processor within a SFF  
• Modular EDGEBoost I/O Flexibility   
• Rich IoT Connectivity  
• Super-Rugged Fanless & Cableless Design  
• World-Class Safety Certifications (UL Listed, FCC, CE) 

Latest Trends in Advancements for Embedded Systems 

1. User Edge for Real-Time AI Inferencing
2. Localized AI for AGVs, AMRs, and Smart Manufacturing
3. AI-Driven Predictive Maintenance for Industrial Systems
4. Enhanced AI Capabilities through TPU Integration
5. OT to IT Convergence for Industry 4.0 Computing  

1. User Edge for Real-Time AI Inferencing 

As industries increasingly generate vast amounts of data at the edge, AI inferencing is shifting from centralized cloud systems to edge environments. This approach leverages the computational power of industrial edge AI computers to utilize AI models closer to the source of data generation, reducing the need for constant cloud connectivity and most importantly, latency. This trend enhances data privacy, enables real-time performance, and accelerates AI inferencing, making it particularly valuable in sectors like smart manufacturing, where fast and accurate decision-making is critical. 

Premio’s industrial edge AI computing portfolio are all engineered for the rigorous demands of edge AI inferencing.  By leveraging a heterogenous computing architecture with NVIDIA Jetson modules, industrial GPU acceleration, and domain-specific AI accelerators, our wide array of edge computing solutions can streamline edge AI workloads and meet high-specification deployment requirements with utmost reliability.  

2. Localized AI for AGVs, AMRs, and Smart Manufacturing

The rise of autonomous IoT systems is driving the need for localized AI processing, where decisions can be made directly at the edge without relying on cloud connectivity. Industrial edge AI computers enable real-time, on-site AI inferencing, which is essential for smart manufacturing and logistic deployment applications such as AGV and AMRs. This localized processing significantly reduces latency, improves overall reliability, and allows for actionable responses.  

Premio provides rugged, high-performance computing solutions optimized for AI processing at the edge. For instance, the JCO-6000-ORN series, equipped with NVIDIA Jetson AGX Orin module, delivers up to 275 TOPS of AI performance, making it ideal for intensive AI workloads. Additionally, the RCO-6000-RPL series, powered by the 13th Gen Intel® Core™ processors, offers scalable GPU and M.2 AI acceleration, making it perfect for AI inference and edge-native applications in Industry 4.0 environments.  

3. AI-Driven Predictive Maintenance for Industrial Systems

Predictive maintenance is revolutionizing industrial operations by using embedded AI in edge computing systems to monitor equipment in real-time. These systems analyze data continuously to predict potential failures, allowing maintenance to be scheduled proactively rather than reactively. This approach minimizes unplanned downtime, reduces maintenance costs, and extends the lifespan of critical machinery. The ability to predict issues before they lead to failures is crucial in industries where operational efficiency and reliability are paramount. 

Premio’s rugged edge AI computers are engineered to enable these predictive maintenance applications, even in the most challenging environments. Our robust design and real-time processing capabilities allow for continuous monitoring and predictive analytics, helping companies maintain seamless operations and reduce unexpected disruptions. 

4. Enhanced AI Capabilities through TPU Integration

Tensor Processing Units (TPUs) are specialized processors designed to accelerate lite to mid-level AI tasks, particularly in space-constrained edge computing environments. The integration of TPUs, such as those developed by Hailo, into industrial edge AI systems is significantly boosting the performance of AI-driven applications. These TPUs provide sufficient TOPS while remaining extremely power efficient, making them ideal for real-time AI inferencing in environments where space is limited, and edge AI is demanded. 

Premio is part of Hailo’s hardware partner ecosystem, enabling technology leaders to bring advanced deep learning capabilities to a variety of edge computers with domain-specific performance acceleration. We have tested, validated, and benchmarked Hailo-8™ M.2 Modules in our rugged edge computers. Our RCO series industrial edge AI computers are designed with support for modular EDGEBoost I/O technology and offer M.2 slots on-board to seamlessly support Hailo-8 AI modules for scalable edge AI performance. These systems feature streamlined integration and scalability, supporting up to 4 Hailo-8 modules to achieve 104 TOPS, all while maintaining a rugged, passively cooled design for harsh environments. 

5. OT to IT Convergence for Industry 4.0 Computing  

As organizations advance toward the adoption of Industry 4.0 technologies, the convergence of Operational Technology (OT) and Information Technology (IT) has become essential for optimizing efficiency, enhancing connectivity, and enabling data-driven decision-making. OT, which controls and monitors physical assets like machinery, can now send live data to Premio’s embedded computers which are integrated with IT systems that manage edge AI analytics and remote communications. This integration facilitates real-time data analysis, improved IoT connectivity, and strengthened security protocols, all while lowering operational costs through intelligent automation. By upgrading legacy infrastructures with modern IT solutions, businesses can not only extend the life of their equipment but also enhance productivity and operational performance. 

Premio’s Embedded Computers Portfolio  

Premio’s extensive portfolio of embedded computers plays a pivotal role in advancing high level trends in smart manufacturing. By leveraging cutting-edge technologies to streamline edge AI workflows, these embedded hardware solutions ensure real-time data telematics and inferencing for actional decision making. Embedded computers provide the necessary I/O connectivity to consolidate various IoT devices for homogenous data streams. For 24/7 deployment reliability, all of Premio’s embedded computers emphasize their fanless resilience and durability to deploy into challenging environments.  

Explore Premio’s Embedded Computer Portfolio >> 

JCO Series NVIDIA Jetson Edge AI Computers

As a strategic partner of NVIDIA’s hardware ecosystem, Premio introduces the JCO Series, leveraging the full potential of NVIDIA Jetson Orin modules to accelerate edge AI workloads with low-power efficiency and super-rugged durability.    

The NVIDIA Jetson Orin module integrates the CPU, RAM, and GPU into a compact, power-efficient solution, ideal for handling latency-sensitive AI tasks such as machine learning, computer vision, and real-time inference detection. With robust IoT connectivity, the JCO Series supports and is compatible with various devices like vision cameras and LiDAR sensors for advanced edge data processing. Its fanless design ensures reliable operation in challenging mobile environments such as AGV/AMRs and intelligent security and surveillance systems.    

Key Features:   

• NVIDIA Jetson Orin Modules (Up to 275 TOPS)  
• Low-Power Efficiency (Up to 60W TDP)  
• Super-Rugged Fanless Design   
• Comprehensive IoT Connectivity 
• World-Class Certifications (CE, FCC, UL-Listed)   

RCO Series x86 Super-Rugged Industrial Computers

The RCO Series is Premio’s flagship line of super-rugged fanless industrial computers, designed to streamline edge AI workloads in challenging remote environments. With three scalable models, the RCO Series features support for Intel Atom and Core processors for power-efficient multicore performance. With three distinct models, the RCO Series is optimized to meet specific edge AI workloads at every level. It supports Intel Atom and Core processors, delivering power-efficient multicore performance tailored for demanding tasks.    

A key-defining feature of the RCO Series is its support for modular EDGEBoost technologies to offer the flexibility to meet high-specification deployment requirements, while comprehensive I/O on-board ensures seamless IoT connectivity for a wide range of devices. The RCO Series also integrates M.2 AI accelerators, enabling domain-specific edge AI processing within a compact and efficient design. Designed with a super-rugged fanless and cableless architecture, the RCO Series ensures 24/7 operational reliability, even in demanding conditions, and is certified to meet world-class safety standards. This makes the RCO Series a trusted solution for mission-critical operations at the rugged edge.  

• Industrial-Grade Reliability  
• Real-time Edge AI Performance  
• IIoT-Centric Connectivity  
• Modular EDGEBoost Technologies 
• World-Class Certifications (CE, FCC, UL Listed) 

 

Premio’s line of x86 Semi-Rugged Industrial computers, the BCO Series, are a line of scalable fanless industrial computers that are designed for the industrial edge market. With a wide range of form factor models to meet the demands of space constrained applications or high-performance edge AI processing, the BCO Series is purpose built to provide essential performance and industrial IoT connectivity without the need for further expansion. 

Key Features:  

• Industrial-Grade Reliability  
• Real-time Edge AI Performance  
• IIoT-Centric Connectivity  
• World-Class Certifications (CE, FCC, UL Listed) 

Industrial Touch Panel PCs

Ruggedized Industrial Touch Panel PCs and Monitors are engineered to seamlessly integrate into your OEM solutions, delivering interactive HMI displays built for the toughest Industry 4.0 and edge computing environments. Perfect for mission-critical deployments, these devices ensure reliability and performance where it matters most.    

• IP Rated Ruggedization   
• Low-Power Embedded Processors   
• Fanless Design  
• PCAP/Resistive Touch Controls   
• Flexible & Scalable Design  

Industrial SBCs & Motherboards  

Industrial SBCs and motherboards are integral components for system integration, offering the building blocks for OEMs and integrators to create customized solutions that excel in performance and reliability. Premio offers a comprehensive range of SBCs and motherboards, from compact FEMTO-ITX to full-sized ATX, providing the versatility needed to support any edge deployment.  
  
Key Features:  

• Standardized Form Factors 
• Industrial-Grade Durability  
• Wide Operating Temperatures  
• Versatile Performance and Sizes