kpi definition execute derived

{
  "input": {
    "body": {
      "brief": "Define metrics with purpose, formula, source requirements, cadence, ownership, and interpretation limits. Use only the supplied fictional example material and clearly identify missing evidence.",
      "audience": "Business operations manager",
      "source_text": "Fictional supplied business brief: Example Door Company installs residential entry doors in Dallas with a two-person crew and weekday consultations. The project is to improve scheduling over six weeks. Vendor A proposes a process assessment for $500; Vendor B proposes an assessment and staff workshop for $800. Both prices are fictional examples, not researched market prices. Evaluation criteria are implementation effort, scope clarity and staff training. Current booking volume, customer feedback, vendor references and measured outcomes are unknown."
    },
    "type": "http",
    "method": "POST",
    "bodyType": "json"
  },
  "output": {
    "type": "json",
    "example": {
      "task": "kpi_definition",
      "summary": "Defined five metrics for improving scheduling in a residential door installation business: booking volume, consultation completion rate, staff training effectiveness, process assessment findings, and ",
      "artifact": "Illustrative excerpt from a synthetic provider check:\n## Metrics Definition for Scheduling Improvement Project\n\n### 1. Booking Volume\n- **Purpose:** Measure the number of door installation consultations booked to assess demand and scheduling load.\n- **Formula:** Count of consultations booked per week.\n- **Source Requirements:** Appointment booking system or manual logs capturing date and time of each consultation.\n- **Cadence:** Weekly.\n- **Ownership:** Scheduling coordinator or operations manager.\n- **Interpretation Limits:** Does not indicate con",
      "provenance": {
        "source": "buyer_supplied",
        "generated_at": "2026-09-22T14:42:09.958Z",
        "external_research_performed": false
      },
      "request_id": "example_kpi_definition",
      "assumptions": [
        "The company uses some form of appointment booking system or manual logs.",
        "Staff workshops and vendor assessments are part of the improvement project."
      ],
      "evidence_gaps": [
        "Actual booking volume and consultation completion data.",
        "Customer feedback survey results."
      ],
      "requires_human_review": true
    }
  }
}