With its ability to process data in real-time, Edge AI is transforming intelligent systems across diverse industries. By bringing AI capabilities closer to data sources, Edge AI supports immediate decision making, minimizes latency, and boosts system efficiency. From IoT applications to autonomous vehicles, Edge AI is paving the way for a efficient