TradepilotUSA Staffing Requirements Analyzer

{
  "type": "json",
  "example": {
    "task": "staffing_requirements",
    "summary": "The draft translates the fictional business brief into defined role responsibilities, necessary skills, assumptions based on the supplied information, and key staffing questions to guide the schedulin",
    "artifact": "Illustrative excerpt from a synthetic provider check:\n## Role Responsibilities, Skills, Assumptions, and Staffing Questions for Scheduling Improvement Project\n\n### Role Responsibilities\n- **Project Manager**: Oversee the six-week scheduling improvement project, coordinate with vendors, manage timelines and budgets.\n- **Scheduling Coordinator**: Manage daily appointment bookings, liaise with customers for weekday consultations, implement new scheduling processes.\n- **Installation Crew (2-person team)**: Provide feedback on scheduling effectiveness, ",
    "provenance": {
      "source": "buyer_supplied",
      "generated_at": "2026-09-22T14:42:02.179Z",
      "external_research_performed": false
    },
    "request_id": "example_staffing_requirements",
    "assumptions": [
      "The installation crew consists of two people who work weekdays.",
      "Consultations are conducted only on weekdays."
    ],
    "evidence_gaps": [
      "Current booking volume data for scheduling.",
      "Customer feedback related to scheduling and consultations."
    ],
    "requires_human_review": true
  }
}