Agent Box leverages an edge–cloud collaborative architecture to bring data processing, privacy protection, and intelligent inference to edge devices. It supports flexible integration with cameras, microphones, knowledge bases, and other multimodal data sources, delivering secure, reliable, and scalable AI agent capabilities for government and enterprise offices, smart retail, education analytics, and industrial applications.