Eight Budget Questions Managers Ask Before Approving AI Workflow Architecture

A software architect has published the final installment of a six-part series examining an AI reference architecture, this time from the perspective of budget-holders rather than engineers. The piece outlines eight real questions managers ask before approving spending, drawing on the author's own pilot experience involving three episodes and 50 AI-generated beat scripts. A key finding was that once AI generation became fast, human review — not generation — became the primary bottleneck, concentrating rather than eliminating oversight work. The author stresses that human approval remains a fixed requirement in the architecture, with the person's role shifting from content creator to mandatory gatekeeper for every output. On vendor selection, the author declines to recommend specific products, instead advising teams to prioritize systems they can verify locally and replace, noting the costliest components to swap are the gateway, policy file, and audit ledger — not the AI model itself.