By Greg Nowak, 4 June, 2026 Structured Outputs Turn Messy Intake Automation Into a Paid Data-Cleanup Project Structured outputs move intake automation beyond prompt tinkering. The paid work now sits in defining a usable schema, choosing the right model tier, validating the results, and getting clean records safely into downstream systems. Tags AI automation structured outputs Data cleanup OpenAI API Operations