The Azure Computer Vision API enables developers to extract useful information from images, such as recognizing text, identifying objects, and classifying images. It is a key tool for image analysis, alongside the Azure Vision API, which offers broader image processing capabilities, and the Azure AI Vision API, which uses artificial intelligence to further improve accuracy and efficiency in visual tasks.