You are building an AI layer for enterprise workflow automation. The system reads emails, PDFs, chat transcripts, and internal forms, then turns them into structured records that can trigger downstream actions. The input text is noisy, often mixed with signatures, tables, and partial fields, so the model has to identify key entities, classify the request type, and extract the values needed for routing.
How would you design a solution for enterprise workflow automation using AI?