The Global Edge AI Semiconductor Market is projected to grow from USD 21.8 billion in 2024 to approximately USD 129.4 billion by 2033, at a CAGR of 21.9%, with shipment volumes rising from 2,180 million units in 2024 to an estimated 14,930 million units in 2033. This growth is driven by on-device AI chips that enable instant analysis on wearables, smartphones, and industrial equipment, avoiding cloud delays, internet reliance, and privacy concerns. In healthcare, devices such as smartwatches, fitness bands, continuous glucose monitors, hearing aids, and portable cardiac monitors use dedicated AI chips to analyze heart rhythm irregularities, blood oxygen levels, and fall detection within milliseconds without an internet connection. In 2024, over 550 million wearable devices are expected to be shipped worldwide, while continuous glucose monitor adoption grows at a double-digit rate. Keeping sensitive physiological data on the device helps manufacturers meet stricter healthcare data regulations, offering a competitive edge. AI Accelerators lead processor investment with a 24.8% share, dominating edge servers, industrial automation, and autonomous robots due to better performance-per-watt than general-purpose chips.