{
  "schema_version": "1.0",
  "sample_id": "warehouse-cleanup-public-sample",
  "domain": "product_sku_inventory",
  "file_type": "product_inventory_export",
  "row_grain": "sku_location_balance",
  "detected_entities": [
    "products",
    "sku_items",
    "inventory_balances",
    "locations"
  ],
  "identifiers": [
    "sku",
    "location"
  ],
  "requested_outcome": {
    "selected_outcome": "operations",
    "target_outcome": "generic_csv_xlsx",
    "requested_artifact_family": "operational_clean_export",
    "outcome_label": "Clean spreadsheet"
  },
  "target_outcome": "generic_csv_xlsx",
  "requested_artifact_family": "operational_clean_export",
  "totals": {
    "rows": 15,
    "columns": 10,
    "rows_before": 18,
    "columns_before": 10,
    "changed_cells": 43,
    "rows_needing_review": 4,
    "materially_changed": true
  },
  "target_candidates": [
    "generic_csv_xlsx",
    "odoo_18",
    "zoho_books",
    "netsuite_csv"
  ],
  "confidence": 0.87,
  "limitations": [
    "Supplier, duplicate, and date conflicts remain for human review.",
    "Direct contact information and unresolved semantic conflicts remain.",
    "Synthetic sample manifest, not a customer audit record."
  ],
  "evidence_rows": [
    {
      "row_number": null,
      "reason": "Public synthetic sample columns and readiness manifests identify the workflow and target blockers."
    }
  ],
  "field_inventory": [],
  "plain_english_summary": "Rowva recognizes this as an inventory/SKU cleanup workflow with warehouse locations, quantity fields, duplicate candidates, and AI-readiness blockers.",
  "file_purpose": "Prepare a messy warehouse inventory export for operational review and later ERP item import readiness.",
  "recommended_output_contract": {
    "primary_clean_export": "warehouse_operational_clean_export.csv",
    "proof_artifacts": [
      "business_context_profile.json",
      "repair_plan.json",
      "readiness_manifest.json",
      "mapping_manifest.json",
      "duplicate_decision_report.json",
      "before_after_diff.json",
      "audit_manifest.json"
    ]
  },
  "privacy_boundary": "Synthetic public sample; no customer data."
}