The proliferation of intelligent devices has ushered in a new era of innovation. To truly utilize the potential of these devices, we need to move beyond centralized processing and embrace the power of edge AI solutions. Edge AI enables devices to perform complex tasks locally, reducing latency, boosting reliability, and minimizing data transmission