{
  "title": "Ambulatory surgery center supply setup and readiness evidence for AI",
  "source_page": "https://fiund.com/industries/ambulatory-center-supply-readiness-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "Observed prop placement and a signed readiness card need an exact case link",
    "context": "An adult-only tabletop task uses inert labeled blocks in a closed training room. It contains no patient, procedure, clinical instrument, medical-device setting or real case list.",
    "records": [
      [
        "ACR1",
        "Clip A annotation",
        "Mock case K1: consenting performer places inert blocks BLUE and WHITE in bin B1. Both labels and final positions visible."
      ],
      [
        "ACR2",
        "Signed practice review",
        "Readiness card names K1/B1 and explicitly reviews those two prop placements. No judgment about an actual procedure."
      ],
      [
        "ACR3",
        "Clip B and loose card",
        "Mock case K2: BLUE label occluded. Attached signed card names K3/B3, with no K2 relationship."
      ]
    ],
    "question": "Which clip has both visible item evidence and a matching signed review, and what remains unresolved for B?",
    "answer": "ACR1 documents the two visible prop placements, and ACR2 matches their K1/B1 case and bin references. ACR3 has two distinct gaps: BLUE's label is occluded in the K2 clip, and the attached signed card belongs to K3/B3. A signature alone cannot resolve either mismatch. Report observed actions and administrative review separately without declaring any real clinical case ready to proceed.",
    "failureModes": [
      "Accepting any signed readiness card without matching the case and bin.",
      "Claiming a hidden prop label was observed or treating a tabletop check as clinical authorization."
    ],
    "fields": [
      [
        "Mock case and bin ID",
        "Defines the linkage."
      ],
      [
        "Item label, visibility and placement time",
        "Supports the observed action."
      ],
      [
        "Reviewer card target and sign-off scope",
        "Separates review evidence from appearance."
      ]
    ],
    "holdout": "Add a readable second angle for K2 while retaining the K3 card. Require the visibility gap to close while sign-off remains unmatched.",
    "boundary": "Use inert props and consenting adults with employer and location approval. Exclude credentials, patients and real schedules; no procedure or readiness decision is performed."
  }
}