{
  "title": "Tobacco retailer package and inventory evidence for AI",
  "source_page": "https://fiund.com/industries/tobacco-retail-package-inventory-match-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A historical package configuration does not verify a current stock count",
    "context": "An original records-only exercise uses two empty unbranded props and abstract quantity codes. It contains no tobacco, vaping device, customer, marketing, age record or sale.",
    "records": [
      [
        "TRI1",
        "Current ledger",
        "Period P2, dummy configuration D-A: 6 packages counted. Original approved count explicitly names D-A and P2."
      ],
      [
        "TRI2",
        "Other configuration",
        "Prop D-B has a distinct quantity code and similar name. Older catalog period P1 lists D-B as offered, no current count."
      ],
      [
        "TRI3",
        "Draft summary",
        "Copies D-A's six-package count to D-B because display names match. No P2 D-B count or variant equivalence supplied."
      ]
    ],
    "question": "Which current count is supported, and can the historical D-B listing establish its P2 inventory?",
    "answer": "TRI1 supports six packages of configuration D-A in P2. TRI2 establishes a historical D-B catalog listing, not a P2 stock observation, and its distinct quantity code makes it another configuration. TRI3's copied count lacks both current-period and variant evidence. Report D-B as unmatched for current inventory rather than equate offered and counted quantities. This fixture neither depicts a regulated product nor simulates a sale or compliance decision.",
    "failureModes": [
      "Using a historical catalog as a current stock count.",
      "Joining different package configurations by similar display names."
    ],
    "fields": [
      [
        "Dummy configuration and period",
        "Defines the count."
      ],
      [
        "Count source versus catalog entry",
        "Separates inventory from listing."
      ],
      [
        "Quantity code and unresolved match",
        "Prevents cross-variant copying."
      ]
    ],
    "holdout": "Supply D-B's exact P2 count in individual units, not packages. Require its unit basis to remain separate until a conversion is supplied.",
    "boundary": "Use inert unbranded props and fictional records only. Exclude real products, transactions and customer or age data; authorized staff retain compliance decisions."
  }
}