AI Edge Inference Computer

RCO-6000 Series Industrial Computer + EDGEBoost Nodes

AI Edge Inference Computers enable accelerated computing for resource-intensive machine learning and rugged edge AI workloads in the harshest environments. By combining the RCO-6000 Series Industrial Computers with modular “EDGEboost Node” technology, our AI Edge Inference Computers streamline power parallel processing and high-performance storage capacity for edge-native deployments.

AI Edge Inference Computers

High Performance. Modular. Rugged

RCO-6000 Series Industrial Computer + EDGEboost Nodes

Engineered to excel in the most demanding industrial environments, the RCO-6000 Series AI Edge Inference computer provides powerful performance, industrial-grade reliability, enhanced IoT connectivity, and advanced data security that pushes the boundaries for accelerated computing requirements at the edge.

Top: Industrial Computer

Bottom: EDGEboost Nodes

Benefits of Modular Accelerated Computing

Modular industrial computers provide a unique approach to enable mix and match flexibility when performance acceleration at the edge matters most. Distributed edge computing solutions are pushing further into remote, mobile and unstable conditions to generate news insights from millions of smart and connected sensors. Computing solutions dispatched to the "rugged edge" require versatile engineering to support real-time processing and inference calculations in harsh environmental conditions prohibitive to traditional pc design.

Low-Profile GPU Acceleration

Hot-swappable NVMe Drive Canisters

Modular Flexibility


Built Rugged. Built Ready

The Rugged Edge Content Hub

Hardware Edition: Ins and Outs of Designing an AI Edge Inference Computer

Sep 28, 22

Key Takeaways From Podcast:

  • AI Edge Inference Computers provide a new level of computing capabilities
  • AI Edge Inference Computers deliver real-time inference through hardware acceleration that enable machine learning and intelligence
  • The future of computing lies in intelligent computers being able to adapt to changing environments.

World Class Computers. World Class Certifications

See Certifications

Download Our Solution Guide For Embedded Computer and Industrial Touch Display Solutions

How will the age of AI and IoT shape the world for more business intelligence?

Premio is a global provider for highly reliable, world-class computing solutions to support innovative businesses and help them attain new insights. Our trusted rugged edge computers are being deployed to manage the most complex machine learning workloads for inference analysis and computer vision.

Building Blocks for AI Edge Inference Computers

AI Edge Inference Computers leverage the latest advancements in x86 silicon from Intel and deliver incredible processing power to analyze data and run intelligent workloads. Our computing designs take into account a balance of both performance and power-efficiency in the most mission-critical IoT deployments. Specific processors in 35W options help system integrators scale with confidence and long-term reliability.

EDGEBoost Nodes: Modular Accelerated Computing

Add performance acceleration to RCO-6000 Series AI Edge Inference computers with modular EDGEBoost Nodes. EDGEBoost Nodes enable powerful real-time processing and high-speed NVMe storage performance purpose-built for resource-intensive machine learning and rugged edge AI workloads.

  • EdgeBoost Databricks: Hot-swappable NVMe Tooless Drive Cannisters
  • Low Latency PCIe standards
  • Low profile GPU acceleration with active cooling
  • Mix and Match Modular Designs
  • FCC, CE, & UL Listed Certifications

EDGEBoost I/O: Sensor Fusion and Connect IoT

EDGEBoost I/O modules are a scalable and modular solution that integrates into Premio’s AI Edge Inference computers for enhanced reliability with plug-and-play expandability. EDGEboost I/O modules provide the ultimate customization to match specific I/O requirements for robust I/O connectivity in the harshest edge deployments.


Built Rugged. Built Ready – Fanless Cooling for Industrial PCs

A fanless industrial computer is a fully enclosed embedded PC that utilizes passive cooling solutions to extract and dissipate heat without utilizing spinning fans or active cooling. Unlike traditional desktop computers, fanless industrial computers leverage thermal conductivity and mechanical engineering to remove detrimental heat away from mission critical components


AI Edge Inference PCs for Rugged Edge AI

Rugged Edge AI is an emerging trend that deploys artificial intelligence models in AI edge computers for real-time inference and intelligent analytic closer to IoT sensors. Together with cloud computing, these models are trained then deployed into edge-native environments for powerful data processing, smart insights and low-latency connectivity.


IoT Connectivity Ready

  • 5G/4G LTE with major North America cellular carriers like AT&T, T-Mobile, and Verizon
  • Supports Multiple SIM Cards
  • Wifi, GPS and Bluetooth
  • Amazon AWS Greengrass Certified
    AWS Greengrass IoT


Premio AI Edge Inference Computers are high-performance computing solutions designed to process complex AI and deep learning workloads at the edge of the network. These computers utilize “EDGEBoost Node” technology for advanced accelerated to enable real-time data analysis, pattern recognition, and decision-making without relying on cloud-based resources.

AI Edge Inference Computers bring AI processing closer to the data source, reducing latency and enhancing real-time decision-making. This is crucial for applications where quick insights and responses are vital, such as industrial automation, surveillance, healthcare, and autonomous systems.

Premio's AI Edge Inference Computers cater to a wide range of industries including manufacturing, healthcare, transportation, retail, agriculture, energy, and more. Any industry that requires real-time rugged edge AI processing for enhanced efficiency, safety, and productivity can benefit from these computers.

Yes, our AI Edge Inference Computers offer customization options for performance accelerations to meet specific application requirements through our modular EDGEboost Nodes. From hardware configurations, BIOs, and OS installations, we work closely with clients to tailor solutions that fit their unique needs.

EDGEBoost Nodes are modular hardware performance accelerators for Premio’s RCO-6000 Series Industrial Computer. When paired together, EDGEBoost Nodes enable additional GPU and/or NVMe support, and PCIe/PCI expansion options for even greater performance at the rugged edge. Learn about EDGEBoost Nodes.

EDGEBoost I/O modules are proprietary daughterboards and carrier boards with a particular set of I/O that can be integrated into Premio industrial computers that feature an EDGEBoost bracket. The plug and play modules provide a wide variety of additional I/O support for serial and digital inputs. Learn more about “EDGEBoost I/O” Modules.

Premio places a strong emphasis on data security. Our computers come with built-in security features such as TPM 2.0 hardware-based encryption, secure boot, and remote management capabilities. These measures help protect sensitive data and ensure compliance with industry regulations.

Absolutely. Many of our AI Edge Inference Computers are designed to withstand harsh conditions, including extreme temperatures, shock, vibration, and fluctuations in power. These ruggedized solutions are ideal for applications in industrial automation, outdoor surveillance, remote monitoring, and intelligent transportation.

Premio offers comprehensive technical support and customer service. Our team of experts is available to assist with installation, configuration, troubleshooting, and customization to ensure you get the most out of your AI Edge Inference Computers. Please contact us here for technical support or email us at

For more information and to explore our range of AI Edge Inference Computers, please visit our official website or contact our sales team at . We're here to help you find the best solution for your AI processing needs at the edge.