The Recommend Invoice Owner AI agent identifies business owners for Non-purchase order (PO) invoices and credit memos when a missing or invalid owner exception occurs using semantic matching or task-based resolution. The AI agent identifies the missing business owner through semantic matching or by creating tasks. The AI agent supports Amazon Claude, Google Gemini, Now LLM, and GPT models.