Enabling Efficient Edge AI Inferencing Through Ecosystem Collaboration

As AI inference moves beyond hyperscale data centers into edge environments such as robotics, drones, industrial automation, and intelligent infrastructure, system architects face a new challenge: delivering high-performance AI within tight power, cost, and latency constraints. This white paper explores how DEEPX, Rambus, and Samsung Foundry collaborated to create a scalable LPDDR-based memory platform optimized for edge AI inferencing. By aligning AI processor architecture, memory interface IP,