The fusion of AI and edge computing enables real-time data processing on devices like smartphones and sensors, boosting speed, privacy, and efficiency amid IoT growth. Market projections show explosive expansion from $9.1 billion in 2020 to $59.63 billion by 2030, driven by 5G and specialized chips. Applications span autonomous driving, healthcare, and smart cities, promising transformative impacts despite challenges like power consumption.