Why AI Pilots Fail in Production: The Workflow Problem Most Businesses Miss
An AI pilot can read an invoice, summarize a contract, or draft a response and still fail once it meets a real operation. The usual gap is not the model. It is the workflow around it: incomplete inputs, conflicting records, unclear approvals, unmanaged exceptions, and nobody named as responsible when the normal path breaks.