As the demand for real-time analysis and reduced latency grows, deploying artificial intelligence (AI) models directly on edge devices has become increasingly essential. This shift to distributed processing presents unique challenges, particularly regarding power requirements. Battery-operated edge AI solutions are emerging as a viable approach to