San Jose, California, March 23, 2026 /PRNewswire/ — SiMa.ai, a leader in physical AI solutions, today announced the latest addition to the Modalix product portfolio, the Modalix™ PCIe HHHL card, developed in partnership with Advantech. Designed for the demands of physical AI, this card doubles the performance of the previous generation and supports complex multimodal models and LLM at the edge. By utilizing a standard half-height, half-length form factor, this card provides a scalable path for industrial PCs to perform real-time vision inference in power-constrained environments.
Key benefits of Modalix PCIe HHHL cards:
- Optimized for physical AI workloads, including LLM and vision language models, and runs on less than 10W. Future-proof architecture supports CNN and LLM for maximum workload flexibility.
- Extend application functionality with direct GMSL camera interface and Ethernet connectivity.
- Maximize throughput and eliminate host CPU overhead by running your entire AI application on Modalix MLSoC.
- Easily enable AI in both legacy and new commercial and industrial IPC deployments. Add vision-based inference AI without requiring system redesign.
- It supports 16 video channels and is ideal for cost- and power-sensitive deployments in smart retail, manufacturing, transportation, and defense applications.
“SiMa.ai’s Modalix PCIe cards redefine the possibilities for industrial AI inference at the edge,” said Brian Wilson, AVP of Sales at Advantech, SiMa.ai’s strategic partner. It integrates seamlessly into the platform and enables efficient real-time AI processing for the real world.” application. ”
Durga Peddireddy, Vice President of Product Management and Partnerships at SiMa.ai said: “As customer needs evolve, we are committed to providing solutions that make AI deployment practical and power-efficient.” “Modalix PCIe HHHL cards break down integration barriers by bringing physical AI capabilities to both new and traditional IPC infrastructures at very low power consumption. With direct GMSL camera interfaces and Ethernet connectivity, the entire application runs on the Modalix MLSoC and hosts It frees up the system to deliver the performance, channel density, and power efficiency to meet customer demands.”
availability
Samples of the Modalix PCIe HHHL card are available now, with general availability expected in Q2. The card comes in both commercial and industrial temperature versions, with 8GB and 16GB memory options. Secure your card now at https://bit.ly/sima-pcie
About SiMa.ai
SiMa.ai is a leader in physical AI, delivering a purpose-built software-centric platform that brings best-in-class performance, power efficiency, and ease of use to physical AI applications. SiMa.ai focuses on scaling physical AI across robotics, automotive, industrial automation, aerospace and defense, smart vision, and healthcare and is led by experienced technologists and backed by top-tier investors. Our headquarters are located in San Jose, California. For more information, please visit www.sima.ai.
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