BeEmotion's Edge AI prioritises user privacy and data security by processing information locally, eliminating the need to transmit sensitive data over networks. This approach not only enhances security but also ensures real-time, efficient decision-making, reducing latency and preserving the autonomy of AI systems. When deployed in a “production” environment, we focus on the essentials to achieve optimal robustness and efficiency in processing to address each application individually.