SiMa.ai has announced a new hardware addition designed to enhance AI processing at the edge. The Modalix PCIe HHHL Card is made in partnership with Advantech and aims to deliver powerful AI inference capabilities in industrial settings. It doubles the performance of previous models while maintaining low power consumption, making it ideal for complex multimodal models and large language models (LLMs) at the edge.

Powerful and Flexible AI Hardware

The Modalix PCIe HHHL Card features a standard Half-Height, Half-Length form factor, enabling easy integration into existing industrial PCs. It is designed to support demanding Physical AI workloads, including vision-language models and LLMs, all while running under 10 watts of power. This makes it suitable for environments where power efficiency is crucial.

Built with future-proof architecture, the card supports a range of AI models from convolutional neural networks (CNNs) to large language models, offering maximum flexibility for various applications. Its design minimizes host CPU overhead by running the entire AI application directly on the Modalix MLSoC, freeing up system resources and improving overall performance.

Enhanced Connectivity and Application Scope

The card includes direct GMSL camera interfaces and Ethernet connectivity, expanding its application potential. It can handle up to 16 video channels, making it ideal for smart retail, manufacturing, transportation, and defense sectors where real-time vision reasoning is needed. This high channel density allows for cost-effective and power-efficient deployments.

Advantech’s Vice President of Sales, Brian Wilson, highlighted how the card redefines industrial AI inference. Because of its form factor and power design, it operates entirely within the PCIe slot’s power budget, requiring no extra power connectors or cooling solutions. The seamless integration into industrial platforms means users can add advanced AI features without redesigning their entire system.

Easy Deployment and Future Readiness

SiMa.ai emphasizes that the Modalix PCIe HHHL Card simplifies AI adoption across both new and legacy industrial PC systems. Its ability to run complex vision-based reasoning AI without major system modifications reduces barriers for deployment. The card’s support for both commercial and industrial temperature ranges, with options for 8GB and 16GB memory, ensures durability in various operational environments.

Availability is already underway, with samples accessible now and full production expected in the second quarter. The product line offers flexibility to meet different needs, making it suitable for a broad range of industrial AI applications. Customers interested in upgrading their edge AI capabilities can secure their cards through designated channels.

Overall, the Modalix PCIe HHHL Card stands out as a significant step forward in bringing powerful, efficient AI inference to industrial edge environments, supporting the growing demand for smarter, real-time vision and language processing solutions.

Inspired by

• https://ai-techpark.com/sima-ai-introduces-modalix-pcie-hhhl-card/