{
  "id": "data-clean-report-agent",
  "name": "Data Cleanup & Reporting Agent",
  "status": "build-ready",
  "buyer": "Accountant, operations manager, or owner receiving messy files every week",
  "offer": {
    "promise": "Repeatable agent that cleans files, validates columns, explains exceptions, and outputs a trusted report.",
    "price_hint": "2,500,000 MMK setup",
    "first_proof": "One messy file cleaned into the target table with exceptions highlighted and a short summary report.",
    "next_step": "Next: we clean one real file and show the repeatable rule set before expanding."
  },
  "intake_schema": {
    "required": [
      "name",
      "email",
      "company",
      "goal",
      "sample_sources"
    ],
    "setup_inputs": [
      "Sample files",
      "Target report",
      "Validation rules",
      "Exception examples",
      "Export destination"
    ],
    "sample_sources": [
      "messy spreadsheet",
      "target report",
      "validation rules",
      "exception examples"
    ],
    "approval_required_before": [
      "sending messages",
      "writing to source systems",
      "charging payments",
      "editing live business records"
    ]
  },
  "first_run_workflow": [
    "Parse source file",
    "Map columns",
    "Validate rows",
    "Explain exceptions",
    "Export clean report"
  ],
  "outputs": [
    "clean table",
    "exception report",
    "validation summary",
    "repeatable rules file"
  ],
  "acceptance_tests": [
    "Produces: One messy file cleaned into the target table with exceptions highlighted and a short summary report.",
    "Uses only approved sample sources on the first run.",
    "Shows source trace for every important number, record, or recommendation.",
    "Keeps every external action in approval-only mode until the owner signs off."
  ],
  "deployment_mode": {
    "first_run": "read-only proof",
    "production": "cloud scheduled or owner-triggered workflow",
    "human_gate": "owner approval before send/write/payment actions"
  },
  "contact_url": "/contact/?template=data-clean-report-agent"
}