The challenges of operating at the edge, and at scale, require creative architectures. This Ready Solution describes how to bring the power of the latest hardware technology and accelerated AI for computer vision to the edge as demonstrated in Dell AI Innovation Lab. Achieving the right balance between hardware, software, and media processing algorithms at the edge takes experience and deep application knowledge. This white paper shows how the combined products and solutions expertise of Dell Technologies, Deep Vision AI, and NVIDIA can provide the foundation that you need to deploy video analysis applications at the edge without experimentation. Following the details of this solution, you can proceed directly to a fully functional POC on a fast track schedule with lower risk and cost than do-it-yourself (DIY) approaches.