New AI Platform Trains Models From Workflows

Empromptu AI has launched Alchemy Models, a platform designed to enable enterprises to train custom AI models directly from their existing production workflows without requiring a dedicated machine learning team. The system automatically captures and validates interactions within AI applications, using this data to continuously fine-tune models. This approach differs from traditional fine-tuning and Retrieval-Augmented Generation (RAG) by leveraging the enterprise's own operational data as a constant source for model improvement. Companies can retain ownership of the resulting model weights, addressing concerns about cost, data privacy, and customization limitations inherent in using third-party AI APIs.