Premio’s AI Edge Inference Computers are engineered to deliver maximum processing performance, accessible data storage and high-speed connectivity for the most rigorous IoT deployments today. Unlike other edge computers on the market, our hardware solutions are proven to bring an entirely new approach to performance acceleration at the edge. Combined with our top-notch engineering design and environmental ruggedization, Premio’s AI Edge Inference Computers ensure enterprise reliability and deployment flexibility with a new two-piece module design – EDGEBoost Nodes.

  • Dedicated Hardware Acceleration for Machine Learning and Inferencing
  • Ruggedized and Tested for Industrial-grade edge computing
  • Modular EDGEBoost Nodes for real-time compute and high-capacity NVMe storage
  • Data Security and Theft Prevention with Lockable storage Drive Access
  • Supports Hailo-8™ AI Module for edge-ready machine learning
  • Download Product Brief

Now Modular. The Best of Both Worlds

Top Module: RCO-6000-CFL Fanless Industrial Computer

The RCO-6000-CFL Fanless Industrial Computer Series bring vigorous performance to rigorous settings in its proven ruggedized design. As the building block and host for the modular EDGEBoost nodes, this industrial edge computer delivers blazing fast multi-core performance, future-ready storage technology, and rapid connectivity for more reliable, efficient data telemetry at the edge.

  • 8th/9th Gen. Intel® Core™ Processor
  • Up to 64GB RAM
  • 2x External SIM for Cellular Connectivity
  • PC/Car Mode with Power Ignition Management
  • Network Modules: x4 LAN/PoE+/M12, 5G, Dual-Port 10 GbE
  • Wide Operating Temperature
  • MIL-STD-810G Shock and Vibration

Bottom Module: EDGEBoost Nodes for Hardware Acceleration

Premio’s EDGEBoost Nodes are highly configurable and meet the demands for the most complex applications that require data processing, storage and inference analysis. These modular EDGEBoost nodes consolidate the latest performance accelerations technologies into scalable hardware nodes that enable machine learning and automation at the rugged edge.
Discover EDGEBoost Nodes

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.
 8th / 9th Gen Intel Core Processor, Coffee Lake, Coffe Lake Refresh

9th Gen Intel™ Core™ Processors

The Intel® 9th Gen. CFL-R S Processors and Q370 chipset technologies’ processing power and IoT support enable low-latency, complex inference analysis in challenging settings.

  • Up to eight hyperthreading core
  • Up to 12MB cache; up to 4.4 GHz
  • Intel® UHD Graphics 610/630

Edge-Ready Hailo-8™ AI Module

The Hailo-8™ processor is a compact edge AI accelerator that provides up to 26 tera operations per second (TOPS) and only uses a typical power consumption of less than 2.5 watts. Edge AI deployments can integrate a low-power Hailo-8™ module with an industrial-grade Premio inference computer to process inference analysis and object detection workloads in real-time.

RCO-6100 Edge Inference Computer with M.2 NVMe Storage

NVMe: Ready Edge Intelligence

The RCO-6000-CFL Industrial AI Edge Inference Computer Series support high-speed NVMe storage for greatly accelerated data leverage. An onboard M.2 NVMe drive and hot-swappable external U.2 NVMe cannister drive bricks with PCIe 3.0 x4 performance efficiently feeds integrated CPUs and GPUs volumes of data for complex data cache applications. Rapid data speeds enable more reflexive inference analysis at the edge.

Cannister Bricks. Hot-Swappable & Removable

The ability for data acquisition and storage capacity are some of the most important requirements for computing at the rugged edge. Premio’s AI Edge Inference computers enable NVMe storage in a unique cannister brick design. These hot-swappable NVMe cannister bricks streamline and assist with data offload directly from the computer into a centralized location. The ability to quickly swap cannisters bricks provides easy data management and enterprise redundancy for applications that use data for machine learning.

  • Hot swappable NVMe SSD Cannister Bricks
  • Individual 2.5” toolless SSD Drive Trays
  • Safety Storage Ejection Button to suspend all I/O operation, read-write to prevent loss or corruption of data

IoT Data Storage Adaptability

Two internal SATA SSD/HDD drives in the RCO-6000-CFL Industrial Computer Series are joined by two additional external SATA SSD/HDD bays as a scalable RAID. The external 2.5” bays permit toolless, hot-swappable replacement of the SATA drives, simplifying service and capacity upgrades. The addition of NVMe cannister bricks enable high-speed read and write speeds for mission critical data acquisition.

EDGEBoost I/O - Modular Daughterboards

The RCO-6000-CFL Industrial AI Edge Inference Computer series support rich expandability to boost wireless connectivity, streamline integration and unlock automation capabilities in harsh deployments. Leading edge and legacy technologies are easily incorporated into a powerful, intelligent IoT solution. These AI Edge Computers support add-in daughterboards for additional connectivity to IoT sensors and devices.

Inference Analysis and Machine Learning

The RCO-6000-CFL AI Edge Inference Computer supports GPUs (graphic processing units), allowing systems to process and analyze large volumes of complex data to drive AI functions at the edge. AI edge inference computers are purpose-built for deployment in either controlled or dynamic environments to capture data from sensors, high-resolution cameras, and other devices and peripherals that use real-time data for machine intelligence.

High Speed Gbps USB Integration

The RCO-6000-CFL Industrial Computer Series boast several generations of USB connections to accommodate data traffic needs of a variety of peripheral technologies. Augmenting two internal USB 2.0 headers are five USB 3.2 (Gen 1) which support 5 Gbps speeds, and four USB 3.2 (Gen 2) for rapid 10 Gbps transfers.


  • 4x USB 3.2 Gen2
  • 5x USB 3.2 Gen 1
  • 2x USB 2.0 (Internal Header)

COM Ports

  • 4x RS-232/422/485 (External)
  • 2x RS-232/422/485 (Internal)

DB9 & Universal Bracket

  • 2x DB9 For Internal COM or CAN
  • 1x Universal Bracket


  • 2x DP (4096 x 2304)
  • 1x DVI-I (1920 x 1200)


  • 2x GBE
  • 5x Antenna (2x Wifi, 2x LTE, 1x GPS)

Connecting from the Rugged Edge

Support for five antennae wirelessly joins the RCO-6000-CFL Series to Wi-Fi, cellular and GPS systems. Onboard Wi-Fi 6 and Bluetooth 5 technologies reliably connect to IoT sensors and network systems. Dual external access SIM sockets provide continuous 4G/LTE cellular connectivity at remote of mobile edge deployments. An optional modular add-in card grants the RCO-6000-CFL Industrial Computer Series 5G connectivity.

Built Rugged. Built Ready.

Ruggedized hardware architecture safeguards the RCO-6000-CFL Series in harsh, remote and dynamic environments.

  • Fanless and cableless architecture industrial pc
  • Modular and hot-swappable exhaust blower for EdgeBoost Nodes
  • Wide -25 to 70° C operating temperature
  • 50G shock and 5 Grms vibration tolerance
  • Wide 9 to 48VDC voltage input
  • Power Ignition Management safely powers down after engine shutoff
  • TPM 2.0 for password protection, device authentication and future-ready cybersecurity

Reliable Cooling Where it Counts

When the RCO-6000-CFL AI Edge Inference Computer Series is equipped with an EdgeBoost node, the enclosure housing the NVMe SSD storage drives and/or GPU comes with a dedicated hot-swappable blower fan, delivering high RPM active cooling for where it matter most.

Power Ignition Management

Intelligent transportation deployments can harness the power of advanced computing and automation safely through the RCO-6000-CFL Series’ power ignition management feature. The rugged edge computer safely powers down after engine shutoff following a predetermined interval. The feature ensures applications close properly and data is neither lost nor corrupted.

Market Solutions

Industrial Automation

Explore how Premio Industrial PCs deliver unprecedented flexibility and scalability to Smart facility digital transformations and Industry 4.0 overhauls.

Kiosk Machine Computers

Explore how embedded computers and touchscreen panel PCs help kiosk machine designers deliver interactive self-service experiences for end-user loyalty

Rugged Edge Computing

Explore how rugged edge computers bring processing power, storage, and connectivity closer to the source of data generation in the most volatile IoT deployments today.

NVR Surveillance

As agile, network cameras grant sight to all areas of an organization’s domain, explore how rugged NVR computers enable intelligent surveillance in remote, moving and severe environments.

DPU Server Acceleration

Explore how DPU accelerated servers bring a convergence of the latest technologies in data center architectures that enable new performance benchmarks for incredible compute power, efficiency, and scalability from the data center network and out to the edge.

Mining Automation

Explore how Industrial PCs faciliate mining automation workloads to streamline operations, develop efficiencies and reduce the hardware footprint at the harshest underground enviorments

Vehicle Telematics

Explore how edge computers accelerate data collection and edge computing for an autonomous future