Why AI Agents Fail in Production: The Missing Business Knowledge

A common pitfall in deploying AI agents is a lack of understanding of the underlying business processes. Without this knowledge, agents often underperform or fail entirely when moved into a production environment. To succeed, developers must first learn the business workflow and then design agents that align with it. This ensures that AI agents operate reliably and deliver real-world value, rather than just theoretical success.