A method and system for automatically consolidating images and generating associated predictions is provided. The method includes periodically monitoring email addresses for emails stored on an email server and subsequently locating an email comprising an image automatically captured from a remotely located video retrieval device locally storing the image. The image is automatically downloaded and extracted for the email. A date and time associated with the image is validated and the image is stored within a server. Metadata associated with the image is updated and the updated metadata is associated with external attributes associated with a location of the remotely located video retrieval device.