Computer vision at the edge is no longer limited by algorithms; it is constrained by power, latency, system complexity and deployment friction across platforms. In this talk, we share how Qualcomm is making computer vision more accessible across edge verticals through a common, scalable computer vision foundation. Qualcomm Accessible Computer Vision (QACV) brings together optimized computer vision and AI pipelines, hardware‑aware design and reusable libraries to enable deployable end‑to‑end vision solutions. Built to be OS agnostic and scalable across IoT, XR, automotive, compute and mobile platforms, QACV supports capabilities such as detection, tracking, segmentation, motion, 3D vision and human understanding. We will focus on the underlying technology, design principles and developer experience and discuss how developers can engage with this computer vision foundation for their own edge applications.