Prompt-to-Production Labor Split

AI website builders compress the first draft of a site into minutes, but they do not remove the work that determines whether an agency makes money on it. The Prompt-to-Production Labor Split is a budgeting model that separates a build into two labor pools: generation (prompting, template selection, first-pass copy and layout) and production (accessibility remediation, performance tuning, content governance, client revisions, hosting handoff). Generation is the visible, cheap pool that vendors advertise. Production is the hidden, expensive pool that decides retainer margin. Agencies that price only against generation time routinely underquote by the production delta. The model forces a pre-sale estimate of both pools per site tier, then compares that estimate to the platform's actual revision and export behavior. A white-label builder such as Duda or Lindo may collapse hosting and billing into one dashboard while leaving accessibility and content governance entirely on the agency. Forrester's 2027 predictions put client budgets under harder ROI review, so the production pool needs a line item, not an assumption.