By Greg Nowak , 8 July, 2026 When AI writes JSON, one bad field can break the workflow AI-generated JSON needs more than valid syntax. Use schemas, business-rule checks, controlled retries, permissions, and logs before production writes. Tags AI integrations structured outputs JSON Schema api automation workflow validation