
Scaling Physical AI
SiMa.ai delivers specialized machine learning silicon and software platforms designed for Physical AI applications at the embedded edge. The company has secured notable partnerships with industry giants including Arm, TSMC, Synopsys, and Cisco, and serves enterprise customers across industrial, automotive, healthcare, and retail sectors with their MLSoC technology.

SiMa.ai is a machine learning technology company specializing in purpose-built silicon and software solutions for Physical AI applications at the embedded edge. The company has developed the MLSoC (Machine Learning System on Chip) platform, which delivers a software-centric approach to deploying machine learning across industries including industrial automation, robotics, automotive, smart retail, government, and healthcare. Their technology focuses on eliminating traditional CPU bottlenecks while maximizing performance and power efficiency. The company offers a comprehensive ecosystem that includes their MLSoC Modalix silicon, various board form factors (SoM, PCIe HHHL, PCIe Dual M.2), and software tools including LLiMa, Palette SDK, and Palette Edgematic. SiMa.ai has established partnerships with major technology leaders including TSMC, Arm, Synopsys, Cisco, Supermicro, and Wind River, demonstrating strong industry validation. Their solutions are deployed across global markets with distribution partners like Macnica in Japan, serving customers who require scalable, energy-efficient AI processing at the edge. SiMa.ai positions itself as enabling the next generation of intelligent systems across diverse applications, from manufacturing process anomaly detection to autonomous mobility solutions. The company emphasizes ease of use, allowing customers to deploy sophisticated edge-based AI solutions that address complex challenges beyond conventional methodologies.