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Edge AI is becoming more common across many industries. In manufacturing, healthcare, transportation, and security, AI systems are expected to respond faster and operate reliably in everyday environments. Instead of sending all data to the cloud, more processing is now handled closer to where data is generated, allowing AI applications to react more quickly and operate more efficiently.

Building on this market direction, SparkLAN is expanding its AI product portfolio, covering both AI BOX and AI Carrier Board solutions based on the NVIDIA Jetson AGX Orin platform. This approach provides a consistent AI computing foundation while allowing customers to select the form factor that best fits their system design and deployment needs.

Within this product framework, AI Box and AI Carrier Board platforms represent two complementary approaches to deploying AI in systems. AI Box solutions offer a ready-to-use option for faster rollout, while AI Carrier Boards provide greater flexibility for customized system design and deeper hardware integration. They support different stages and requirements of AI deployment without the need to redesign the entire system architecture.

These solutions are well suited for applications such as Autonomous Mobile Robots (AMR), where AI systems must operate continuously, respond to changing environments, and integrate smoothly into real operating conditions.