{
  "title": "Staffing assignment administration data for testing AI workflows",
  "source_page": "https://fiund.com/industries/staffing-assignment-administration-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A current shift acknowledgment does not replace the missing client approval",
    "context": "A fictional worker is already assigned before this administrative exercise begins. Original role labels replace all identities; there is no résumé, screening, pay or employment decision.",
    "records": [
      [
        "SA1",
        "Assignment update",
        "Existing assignment A, week W: shift plan v2 supersedes v1. Original acknowledgment explicitly accepts A/W/v2."
      ],
      [
        "SA2",
        "Approval packet",
        "Current timesheet T2 for A/W awaiting client role CLIENT-APPROVER. Older T1 shares week label W but names another assignment A-old and is approved."
      ],
      [
        "SA3",
        "Responsibility matrix",
        "Agency coordinator requests missing approval from CLIENT-APPROVER. No rule permits use of another assignment's approval or coordinator self-approval."
      ]
    ],
    "question": "Which shift version is acknowledged, what approval remains missing, and which role should receive the documentary exception?",
    "answer": "SA1 supports acknowledgment of A/W's current v2 shift plan. SA2 leaves current T2's client approval missing; T1 belongs to A-old despite its same week label. SA3 routes that evidence gap through the agency coordinator to CLIENT-APPROVER, without authorizing a self-approval. Report the stale attachment and required role, while making no finding about reliability, performance, wages or any employment outcome for a real person.",
    "failureModes": [
      "Using an older timesheet's approval because its week label matches.",
      "Treating a shift acknowledgment as client timesheet approval or inferring worker reliability from a missing document."
    ],
    "fields": [
      [
        "Assignment, week and current version",
        "Defines the scope."
      ],
      [
        "Acknowledgment versus approval type",
        "Separates administrative stages."
      ],
      [
        "Required role and stale-source exception",
        "Supports the handoff."
      ]
    ],
    "holdout": "Add a client message approving T2's dates but disputing its abstract quantity. Require partial approval and the conflict to remain visible.",
    "boundary": "Use invented organizations and documents. Exclude worker files, accommodations, taxes and payroll; agency and client review any real-data proposal separately."
  }
}