SiMa.ai announces "Palette Neat™," an agent-based development environment for physical AI.

SiMa.ai announced "Palette Neat™," an agent-based development environment for physical AI, on June 16, 2026.

Palette Neat™ is the industry's first agent-based development environment for physical AI, supporting the construction, optimization, and deployment of AI applications based on natural language instructions. It issaid to significantly streamline the development of complex AI applications, reducing development time from months to days, or even hours in some cases.

Furthermore, when combined with SiMa.ai's latest hardware, Modalix™ SoM, it supports the development of a wide range of physical AI applications, including robotics, industrial equipment, automobiles, drones, smart vision, and medical devices. It enables system construction using natural language and reuse of existing software assets, resulting in reduced development time and shorter time to market.

Furthermore, Modalix™ SoM is designed to run multiple large-scale language models (LLMs), vision AI models, and sensor models simultaneously while consuming less than 10W of power, making it promising for use in the field of physical AI where real-time performance and power efficiency are essential.

*Learn more about Palette Neat™ here.

As a domestic partner of SiMa.ai, Macnica provides support for the introduction of physical AI, from consideration and evaluation to implementation, primarily in the manufacturing, robotics, infrastructure, and automotive sectors.

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