By Greg Nowak, 4 June, 2026 Structured Outputs Shift Intake Automation From Prompts to Schema Design As structured outputs make schema adherence more reliable, messy intake automation becomes a problem of record design, model choice, validation, and safe handoff. Tags AI automation structured outputs Data cleanup OpenAI API Operations