Reference Architecture for Lenovo ThinkEdge Edge AI Inference

This document is a technical report that outlines the reference architecture for Lenovo ThinkEdge, focusing on real-time AI inference at the edge. It describes the increasing necessity for organizations to process data generated from various sources such as cameras, sensors, and IoT devices, emphasizing the limitations of cloud-centric AI architectures in meeting modern application requirements. The report presents Lenovo ThinkEdge servers as a secure and scalable solution designed for diverse operational environments, enabling low-latency decision-making and compliance with regulatory standards. The architecture integrates optimized inference frameworks and standardized sizing models to support various workloads, including computer vision and natural language processing. Additionally, it highlights the alignment with Lenovo's Hybrid AI strategy, which facilitates distributed inference while maintaining centralized training and analytics. The document serves as a practical guide for business leaders and IT teams aiming to implement AI at the edge effectively.