{
  "title": "Seafood receiving and packaging data for AI review",
  "source_page": "https://fiund.com/industries/seafood-receiving-evidence-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "Same-day seafood lots need distinct intake records and packaging-run links",
    "context": "An original processor intake fixture uses fictional product and lot codes. No fish, vessel, supplier, volume, actual certificate or food-safety decision appears.",
    "records": [
      [
        "SRE1",
        "Lot A intake",
        "Product P delivered day D, exact lot A. Approved original intake card I-A and packaging-run link R-A both match A."
      ],
      [
        "SRE2",
        "Lot B intake",
        "Same product P and date D, distinct B. Original packing link R-B exists, but required intake review card for B absent under the fictional rubric."
      ],
      [
        "SRE3",
        "Routing rule",
        "Quality reviewer owns missing-intake exceptions. Copy of I-A attached to R-B, still names A; no cross-lot authorization."
      ]
    ],
    "question": "Which evidence is missing for R-B, which source proves the lot association, and who receives the exception?",
    "answer": "SRE1 matches A's intake and packaging records. SRE2 links R-B to B but supplies no matching B intake review. SRE3's copied I-A belongs to A and cannot close B despite same-day delivery and product name. Route the B-specific intake gap to the stated quality reviewer, citing the R-B link and wrong attachment. Do not infer product safety, disposition or compliance from packaging similarity or a partial documentary match.",
    "failureModes": [
      "Selecting an intake record by delivery date instead of lot ID.",
      "Treating a packing association or copied approval as evidence of intake review."
    ],
    "fields": [
      [
        "Lot and delivery date",
        "Defines scope."
      ],
      [
        "Intake and run references",
        "Preserves independent links."
      ],
      [
        "Required reviewer and missing source",
        "Supports escalation."
      ]
    ],
    "holdout": "Add a B intake card in a new layout with explicit missing sign-off. Require its presence to be recognized without marking review complete.",
    "boundary": "Use original dummy records. Exclude real supplier and origin information; authorized food staff retain decisions."
  }
}