The Advantech UBX Series is a high-efficiency Edge AI Box Computer family engineered for industrial computing, edge intelligence, and multi-display commercial workloads. Delivering next-generation Intel® SoC processing with DDR5 memory support, multi-stream 2.5 GbE networking, and simultaneous triple 4K display outputs, this series provides robust data throughput, legacy serial and USB expansion, integrated TPM 2.0 security, and multi-OS versatility spanning Windows IoT, Linux, and Android. Target applications include multi-screen digital signage networks, interactive kiosk terminals, edge AI vision analytics, smart transit ticketing, and factory automation gateways. The UBX Series maximizes computing performance within an ultra-slim footprint, simplifies peripheral integration inside tight enclosures, and delivers cost-effective, long-lifecycle reliability for distributed edge deployments.