{
  "title": "Contract food-service records for AI meal-count reconciliation",
  "source_page": "https://fiund.com/industries/contract-foodservice-reconciliation-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "Reconcile an unchanged total across revised service windows",
    "context": "Invented practice-unit counts test version and allocation matching. The example concerns administrative records and gives no meal, accommodation or food-safety decision.",
    "records": [
      [
        "PLAN-V1",
        "Initial practice plan",
        "Morning window has 40 units; afternoon has 60. Total is 100."
      ],
      [
        "PLAN-V2",
        "Approved revision",
        "The same total is reallocated to 55 morning and 45 afternoon units."
      ],
      [
        "LOAD-L1",
        "Loading tally",
        "The tally records 40 morning and 60 afternoon units and references V1."
      ],
      [
        "REVIEW-Q1",
        "Independent check",
        "The current review identifies V2 as applicable. No corrected loading tally is supplied."
      ]
    ],
    "question": "Does the 100-unit tally match the approved plan by window? Quantify the documented differences.",
    "answer": "The total matches 100, but the allocation does not match V2. L1 is 15 units below the 55-unit morning target and 15 above the 45-unit afternoon target. Its V1 reference explains the mismatch; it does not supersede the approved V2. A corrected tally or recorded disposition is missing. Report both window differences without treating the equal total as acceptance.",
    "failureModes": [
      "Accepting the tally because the grand total agrees.",
      "Treating a tally's old-version reference as authority to ignore the approved revision."
    ],
    "fields": [
      [
        "Plan version",
        "Identify the approved allocation that governs the comparison."
      ],
      [
        "Service window",
        "Keep quantities attached to their intended window."
      ],
      [
        "Tally and disposition",
        "Preserve recorded loading separately from a later approved resolution."
      ]
    ],
    "holdout": "Provide a corrected 55/45 tally that references V2, then omit the receiving confirmation. Allocation can match while receipt remains unverified.",
    "boundary": "All counts and schedules are fabricated. Exclude actual diets, facility identities, client invoices, production records and individual circumstances."
  }
}