Renamed RAIC Labs (formerly dba Synthetaic) is structured around deriving insights from large, unlabeled geospatial, video, and image datasets without time-intensive human labeling or pre-built models. Rapid Automatic Image Categorization (RAIC) is an unbiased tool that meets usersÂ’ ever-changing analytic demands for their perpetually evolving datasets, in an unrivaled timeline. RAIC enables users to find and classify anything in minutes, not months, without labeled data. Simply provide a single example object image and RAIC will find similar objects in any unlabeled dataset and return contextually-related results - at which point the User can improve the AI by identifying the best results through an intuitive human nudge tool. From there, it is possible to run inference jobs and turn results into insights using dash-boarding tools or existing analytics platforms. The firm's principals effectively combines unsupervised and generative AI with end-to-end pipeline apidly to train and deploy AI models that outperform the speed and accuracy of traditional approaches. Solutions have been applied to critical use cases across industries, including healthcare, geospatial AI, security, and conservation.