ASRock Industrial, AMD, and Taiwan AI Cloud Showcase Enterprise AI

At AI WAVE SHOW 2026, ASRock Industrial joined forces with AMD and Taiwan AI Cloud to showcase an AI edge computing solution powered by the AI BOX-A395. By integrating high-performance hardware, advanced AI inference technologies, and a comprehensive software ecosystem, the demonstration highlights innovations in enterprise AI inference, AI agents, and cross-industry applications. The showcase emphasizes generative AI, on-premises deployment, and solutions that balance computing performance with data security to accelerate digital transformation.

Collaborative Demonstrations and AI Agents
During the exhibition, AMD and ASRock Industrial jointly demonstrated the AI BOX-A395 across enterprise and academic use cases. The platform serves as the core AI inference engine integrated with Taiwan AI Cloud's AFS AI Hub, a unified platform combining computing resources, foundation models, and application services. Live demonstrations featured both a Medication Safety AI Agent and a General-Purpose AI Agent, enabling organizations to run intelligent tasks locally while keeping sensitive data secure and private.

Hardware Performance and Specifications
Powered by the AMD Ryzen™ AI Max+ 395 processor, the AI BOX-A395 delivers up to 126 TOPS of AI performance and supports up to 128GB of LPDDR5X-8000 unified memory, allowing organizations to execute large language models (LLMs) and local workloads. James Lee, Chairman of ASRock Industrial, noted that the platform provides high-performance, low-latency edge solutions to build secure and scalable infrastructure across smart manufacturing, healthcare, education, and enterprise services. Attendees can experience live demonstrations at the AMD (B0510) and Taiwan AI Cloud (B0518) booths.

Additional Context
This section outlines technical specifications and market background not included in the original release.

The integration of high-end mobile and desktop workstation processors like the AMD Ryzen™ AI Max+ series (featuring advanced Zen architecture combined with powerful RDNA graphics and dedicated NPU cores) into compact industrial form factors marks a significant shift in edge computing. By moving away from discrete GPU setups toward unified memory architectures capable of high-bandwidth multi-gigabyte allocations, edge devices can locally host and fine-tune large language models with billions of parameters without incurring cloud latency or data sovereignty risks. In this competitive landscape, ASRock Industrial competes with embedded hardware manufacturers such as Advantech, Axiomtek, and Congatec, while aligning closely with sovereign cloud initiatives like Taiwan AI Cloud to provide turnkey, secure on-premises AI appliances tailored for regulated industries such as healthcare and smart manufacturing.

Edited by Lekshman Ramdas, Induportals editor – adapted by AI.

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