Enabling AI Driven Security Screening with Premio's NVIDIA Jetson AGX Orin AI Edge Computers

Overview

As AI reshapes modern security and surveillance, organizations are adopting intelligent screening systems that balance accuracy with privacy. A security technology provider required a compact yet powerful edge computing platform to support multi sensor AI screening across varied deployment environments. Read how Premio’s industrial grade AI edge computer JCO-6000-ORN Series delivered the performance, modular I/O flexibility, and compliance needed to support these security systems at scale.

 

Challenges

  • Transitioning from traditional GPU computers to Jetson Orin without losing AI inference capability
  • Compact system design required while supporting multiple PoE and USB connections
  • Need for high speed NVMe storage and wireless connectivity
  • Rugged reliability for deployment across varied security environments
  • UL certification required for nationwide security and surveillance installations

 

Solution

  • Premio’s high performance AI edge computer: JCO-6000-ORN Series
  • NVIDIA Jetson AGX Orin 32GB delivering up to 275 TOPS of AI performance 
  • Modular EDGEBoost I/O supporting 4x PoE RJ45 and 4x USB 3.0 locking modules 
  • Multiple M.2 slots for high-speed NVMe storage and wireless connectivity 
  • UL Listed certification

 

Benefits

  • Flexible I/O expansion without OEM or ODM customization
  • Deployment ready compliance for security and surveillance
  • Local U.S. based engineering and technical support

 

 

Company Overview

The company develops AI powered, privacy first physical security screening solutions. Its platforms combine multi sensor data and machine learning to enable people and bag screening with advanced analytics. Ongoing innovation focuses on scalable and compliant security infrastructure.

 

The Challenges

NVIDIA Jetson Orin Migration

Bulky, traditional GPU systems limited deployment flexibility in compact security screening environments. Moving to an NVIDIA Jetson Orin platform required maintaining real time AI performance while reducing system size and complexity. Compatibility with existing AI workloads remained essential. 

Rich I/O in a Compact Footprint

Traditional GPU-based systems made it difficult to support dense I/O in a practical footprint. The platform still needed to accommodate multiple PoE cameras and USB peripherals without the size and complexity of GPU workstations. Achieving high connectivity while reducing overall system bulk was a key requirement.

Rugged Deployment Conditions

Systems are deployed across environments with varying temperatures and physical conditions. Passive cooling was required to avoid maintenance issues. The platform needed to operate reliably without sacrificing performance.

UL Compliance Requirements

Security and surveillance installations across the U.S. require UL certified hardware. Certification was mandatory to meet regulatory and safety standards. Any additional validation would delay deployment timelines.

 

The Solution

JCO-6000-ORN Series High Performance AI Edge Computer

Premio’s JCO-6000-ORN Series provided the required AI performance using NVIDIA Jetson AGX Orin 32GB. The platform supports up to 275 TOPS, enabling real-time security screening analytics. This allowed a smooth transition from GPU-based systems.


Modular EDGEBoost I/O Technology

The JCO-6000-ORN Series is designed to support up to two EDGEBoost I/O expansions for connectivity, storage, or out-of-band remote management. For this deployment, the company configured the system with 4x PoE RJ45 and 4x USB 3.0 locking modules to meet current sensor and peripheral requirements. This approach delivered the needed connectivity while preserving flexibility for future expansion.

Modular M.2 Storage and Connectivity

The JCO-6000-ORN Series features dedicated M.2 expansion slots for both high speed storage and wireless connectivity. An onboard M.2 M-Key PCIe x4 slot was populated with a 1 TB NVMe SSD to support responsive AI inference and analytics, while the M.2 E-Key enables integrated Wi-Fi 6E and Bluetooth without external adapters. This modular design delivers performance today while preserving future expansion flexibility.

Industrial Grade and Certified for Deployment

The fanless JCO-6000-ORN Series is built for industrial environments, supporting reliable operation from -20°C to 55°C with a wide 9–48VDC input range and optional 48–110VDC support for transportation and railway applications. UL 62368 certification ensures the system meets safety requirements for security and surveillance deployments across the U.S.

 

Benefits

Flexible I/O Without Custom Development

Premio’s modular EDGEBoost I/O technology allowed the system to scale connectivity without requiring OEM or ODM customization. PoE and USB expansion could be configured directly on the JCO-6000-ORN Series to match sensor and peripheral requirements. This reduced development time and cost while preserving long term flexibility. 

Deployment-Ready Compliance

Premio’s products are largely UL certified, and in this deployment, UL certification ensured the JCO-6000-ORN Series met regulatory requirements for security and surveillance installations across the U.S. This eliminated delays associated with third party certification or additional validation. As a result, the system was ready for nationwide deployment without additional compliance hurdles.

Local Engineering and Technical Support

With engineering and technical support based in Los Angeles, the team benefited from faster response times during integration and deployment. Local support streamlined troubleshooting and system validation. This helped accelerate implementation while reducing operational risk.