Clarifai offers a full-stack AI platform that enables developers and machine learning engineers to build and deploy AI models for various applications, such as content generation and data analysis. Users can train their own models if the pre-existing ones do not meet their needs. The platform operates on a business-to-business (B2B) model, serving clients across different industries and generating revenue through usage-based fees. A key feature is the AI Lake, which helps users manage their AI applications and structure data for model training.