Roboflow Inference is a platform designed for scalable, on-device deployment of computer vision models. It enables users to run computer vision tasks directly on devices, which can improve processing speed and reduce reliance on cloud infrastructure. The tool focuses on delivering efficient and scalable solutions for deploying machine learning models in real-world environments.