The Metis AIPU M.2 Accelerator Module by Axelera AI is a cutting-edge AI acceleration tool designed for edge applications. Its compact form factor, combined with powerful AI processing technology, enables real-time data processing and analysis. Equipped with 512MB of dedicated LPDDR4x memory, this module is capable of handling multiple data streams simultaneously. Its breakthrough digital in-memory compute architecture facilitates remarkable energy efficiency, consuming far less power than traditional GPUs while maintaining top-notch performance standards. This module is ideal for applications requiring high-speed computation, such as computer vision tasks involving multi-channel video analytics and quality inspections, thereby enhancing operational efficiency and reducing latency in decision-making processes. Whether deployed in retail, security, or industrial settings, the Metis AIPU M.2 Accelerator Module provides users with significant performance gains at a lower cost, facilitating seamless integration into existing systems. With a practical design for next-generation form factor M.2 sockets, this accelerator module opens the way for innovative AI-enabled solutions in diverse contexts, promising scalability and adaptability to future technological advancements.