File ingestion - Record quality audit

Record quality audit for File ingestion. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded record quality audit report.

0.01 USDC · per one bounded record quality audit report

Use this service

POST https://market.datapackvibe.com/x402/assistant-ar-analytics-file-ingestion-quality

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Machine-readable service details · Agent instructions

Input schema

{
  "type": "object",
  "properties": {
    "rows": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "row_id": {
            "type": "string",
            "maxLength": 80,
            "default": "",
            "minLength": 1
          },
          "source": {
            "type": "string",
            "maxLength": 80,
            "default": ""
          },
          "date": {
            "type": "string",
            "maxLength": 10,
            "default": "",
            "pattern": "^\\d{4}-\\d{2}-\\d{2}$"
          },
          "loaded_bytes": {
            "type": [
              "number",
              "null"
            ],
            "minimum": -1000000000000,
            "maximum": 1000000000000
          },
          "parse_errors": {
            "type": [
              "number",
              "null"
            ],
            "minimum": -1000000000000,
            "maximum": 1000000000000
          }
        },
        "required": [
          "row_id",
          "source",
          "date",
          "loaded_bytes",
          "parse_errors"
        ],
        "additionalProperties": false
      },
      "minItems": 1,
      "maxItems": 200,
      "default": [
        {
          "row_id": "row-1",
          "source": "group-a",
          "date": "2026-10-01",
          "loaded_bytes": 10,
          "parse_errors": 1
        },
        {
          "row_id": "row-2",
          "source": "group-b",
          "date": "2026-10-02",
          "loaded_bytes": 20,
          "parse_errors": 2
        },
        {
          "row_id": "row-3",
          "source": "group-a",
          "date": "2026-10-03",
          "loaded_bytes": 15,
          "parse_errors": 3
        },
        {
          "row_id": "row-4",
          "source": "group-b",
          "date": "2026-10-04",
          "loaded_bytes": 30,
          "parse_errors": 4
        }
      ]
    }
  },
  "required": [
    "rows"
  ],
  "additionalProperties": false
}

Customer retains rights to supplied content. Review model outputs; underlying data and model licences apply.