{
  "title": "Janitorial task video and inspection data for AI",
  "source_page": "https://fiund.com/industries/janitorial-services-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "Follow a practice surface card and an unresolved handoff",
    "context": "An original demonstration uses paper surface labels and inert tool props. It evaluates a visible decision sequence and does not involve chemicals or claims of disinfection.",
    "records": [
      [
        "CARD-J1",
        "Original practice instruction",
        "Surface Alder uses prop Soft; surface Birch uses prop Firm under this exercise's invented rule."
      ],
      [
        "TAKE-J2",
        "Observed sequence",
        "The operator reads Alder's card, selects Firm, stops and places it back before choosing Soft."
      ],
      [
        "CHECK-J3",
        "Visible completion note",
        "The take ends after the prop pass. No separate checklist sign-off or hygiene measurement is supplied."
      ]
    ],
    "question": "Which selection error and correction are visible, and what completion claims would exceed the evidence?",
    "answer": "The first Firm selection conflicts with Alder's practice card. The subsequent return and Soft selection document a visible correction. The supplied take shows a prop pass but no separate checklist sign-off, sanitation measurement or biological result. Label the decision and correction intervals without asserting that pathogens were eliminated or that a real cleaning procedure was approved.",
    "failureModes": [
      "Describing only the final correct selection and losing the initial error.",
      "Treating a visible pass as proof of a hygiene or disinfection outcome."
    ],
    "fields": [
      [
        "Surface-card identity",
        "Connect the selected rule to the displayed practice surface."
      ],
      [
        "Tool selection and correction",
        "Preserve both the wrong choice and the later change."
      ],
      [
        "Visible action interval",
        "Keep the observed pass separate from an unprovided outcome check."
      ],
      [
        "Site authority",
        "Document who approved the space and recording scope."
      ]
    ],
    "holdout": "Provide a new original card that reverses the prop rule. The reference must follow the new instruction rather than its remembered surface name.",
    "boundary": "Use harmless props and a controlled approved area. Exclude chemicals, access codes, badges, client files, security schedules and people outside the permitted recording."
  }
}