In today’s retail and service environments, smart coffee solutions that offer high consistency, scalability, and ease of maintenance have become key criteria for commercial adoption. Based on advanced automation control technologies and incorporating Specialty Coffee Association (SCA) brewing standards, this platform integrates modular hardware architecture, data-driven algorithms, and cloud-based remote management. It enables comprehensive deployment—from standalone machines to full-site integration. This system-oriented design not only enhances product stability and flavor reproducibility, but also significantly reduces maintenance costs, making it an ideal solution for chain retailers, branded venues, and smart vending scenarios.