{
  "title": "Commercial service machinery data for AI option records",
  "source_page": "https://fiund.com/industries/service-machine-option-bill-of-materials-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "The order option changes only one module",
    "context": "A cardboard dispensing cabinet has removable mock modules; it uses no real machine or customer information.",
    "records": [
      [
        "1",
        "Order",
        "Cabinet C4, reader option R2, tray option T1."
      ],
      [
        "2",
        "Bill of materials",
        "R2 uses module M9; T1 uses M3."
      ],
      [
        "3",
        "Assembly scan",
        "C4 contains M8 and M3; M8 listed for reader option R1."
      ]
    ],
    "question": "Which configuration item needs review?",
    "answer": "The reader module needs review. Records 1 and 2 call for M9 under R2, while record 3 shows M8 for R1. The tray's M3 agrees independently. A correct base cabinet and tray do not resolve the option-specific mismatch.",
    "failureModes": [
      "Matching only the cabinet model",
      "Treating an option discrepancy as a failure of every module"
    ],
    "fields": [
      [
        "option_slot",
        "Separates reader and tray choices"
      ],
      [
        "option_to_part",
        "Joins order language to component ID"
      ],
      [
        "scanned_module",
        "Records the built configuration"
      ]
    ],
    "holdout": "Add an approved option substitution limited to one order; require scope matching before calling the swap valid.",
    "boundary": "No actual dispensing instructions, customer orders, payment hardware or compatibility claims."
  }
}