Data Quality

Data Quality Orchestration

Data quality orchestration for rules, validations, agent runs and operational evidence.

Rules11

Runs267

Errors0

Schedule12hdefault cadence

Governed checksValidation rules

Name	Type	Status	Detail
Venta negativa	dq rule	active	Detecta ventas con importe bruto o neto negativo.
Venta neta nula	dq rule	active	Detecta transacciones sin venta_neta.
Documento de venta duplicado	dq rule	active	Detecta documentos repetidos.
Venta sin stock	dq rule	active	Detecta ventas con unidades mayores al stock disponible o sin inventario asociado.
Producto inactivo con venta	dq rule	active	Detecta ventas de productos inactivos.
Cliente inactivo con venta reciente	dq rule	active	Detecta ventas recientes a clientes inactivos.
Distribuidor sin carga reciente	dq rule	active	Detecta distribuidores con más de 14 días sin carga.
Bonificación mayor que venta	dq rule	active	Detecta descuentos/bonificaciones mayores a venta bruta.
Outlier por distribuidor	dq rule	active	Detecta ventas netas extremadamente altas.
Moneda inválida	dq rule	active	Detecta monedas fuera del catálogo LATAM permitido.
País inválido	dq rule	active	Detecta países fuera del catálogo operativo.

DQ execution logRecent agent runs

[
  {
    "id": "dq-20260919T044032Z-3fc880",
    "created_at": "2026-09-19T04:40:33.061828+00:00",
    "severity_counts": {
      "critical": 4,
      "high": 5,
      "medium": 2
    }
  },
  {
    "id": "dq-20260919T032950Z-57b21e",
    "created_at": "2026-09-19T03:29:50.720118+00:00",
    "severity_counts": {
      "critical": 4,
      "high": 5,
      "medium": 2
    }
  },
  {
    "id": "dq-20260918T152923Z-306f0a",
    "created_at": "2026-09-18T15:29:23.901761+00:00",
    "severity_counts": {
      "critical": 4,
      "high": 5,
      "medium": 2
    }
  },
  {
    "id": "dq-20260918T032856Z-515d18",
    "created_at": "2026-09-18T03:28:57.135317+00:00",
    "severity_counts": {
      "critical": 4,
      "high": 5,
      "medium": 2
    }
  },
  {
    "id": "dq-20260917T152830Z-d1cfea",
    "created_at": "2026-09-17T15:28:30.461991+00:00",
    "severity_counts": {
      "critical": 4,
      "high": 5,
      "medium": 2
    }
  },
  {
    "id": "dq-20260917T032803Z-5f2c20",
    "created_at": "2026-09-17T03:28:03.552873+00:00",
    "severity_counts": {
      "critical": 4,
      "high": 5,
      "medium": 2
    }
  },
  {
    "id": "dq-20260916T152736Z-b563b0",
    "created_at": "2026-09-16T15:27:36.676626+00:00",
    "severity_counts": {
      "critical": 4,
      "high": 5,
      "medium": 2
    }
  },
  {
    "id": "dq-20260916T032709Z-fa830b",
    "created_at": "2026-09-16T03:27:09.757606+00:00",
    "severity_counts": {
      "critical": 4,
      "high": 5,
      "medium": 2
    }
  },
  {
    "id": "dq-20260915T152642Z-8d9b87",
    "created_at": "2026-09-15T15:26:43.032753+00:00",
    "severity_counts": {
      "critical": 4,
      "high": 5,
      "medium": 2
    }
  },
  {
    "id": "dq-20260915T032615Z-ba8e5d",
    "created_at": "2026-09-15T03:26:16.223643+00:00",
    "severity_counts": {
      "critical": 4,
      "high": 5,
      "medium": 2
    }
  },
  {
    "id": "dq-20260914T152549Z-693e82",
    "created_at": "2026-09-14T15:25:49.436987+00:00",
    "severity_counts": {
      "critical": 4,
      "high": 5,
      "medium": 2
    }
  },
  {
    "id": "dq-20260914T032522Z-ab6660",
    "created_at": "2026-09-14T03:25:22.502632+00:00",
    "severity_counts": {
      "critical": 4,
      "high": 5,
      "medium": 2
    }
  },
  {
    "id": "dq-20260913T152455Z-6bd474",
    "created_at": "2026-09-13T15:24:55.576749+00:00",
    "severity_counts": {
      "critical": 4,
      "high": 5,
      "medium": 2
    }
  },
  {
    "id": "dq-20260913T032428Z-ab8980",
    "created_at": "2026-09-13T03:24:28.721658+00:00",
    "severity_counts": {
      "critical": 4,
      "high": 5,
      "medium": 2
    }
  },
  {
    "id": "dq-20260912T152401Z-8cab98",
    "created_at": "2026-09-12T15:24:01.545996+00:00",
    "severity_counts": {
      "critical": 4,
      "high": 5,
      "medium": 2
    }
  },
  {
    "id": "dq-20260912T032333Z-fb7c95",
    "created_at": "2026-09-12T03:23:34.406453+00:00",
    "severity_counts": {
      "critical": 4,
      "high": 5,
      "medium": 2
    }
  },
  {
    "id": "dq-20260911T152307Z-a56567",
    "created_at": "2026-09-11T15:23:07.568483+00:00",
    "severity_counts": {
      "critical": 4,
      "high": 5,
      "medium": 2
    }
  },
  {
    "id": "dq-20260911T032240Z-10bd97",
    "created_at": "2026-09-11T03:22:40.464918+00:00",
    "severity_counts": {
      "critical": 4,
      "high": 5,
      "medium": 2
    }
  },
  {
    "id": "dq-20260910T152213Z-52967b",
    "created_at": "2026-09-10T15:22:13.646859+00:00",
    "severity_counts": {
      "critical": 4,
      "high": 5,
      "medium": 2
    }
  },
  {
    "id": "dq-20260910T032146Z-53f3b3",
    "created_at": "2026-09-10T03:21:46.697745+00:00",
    "severity_counts": {
      "critical": 4,
      "high": 5,
      "medium": 2
    }
  }
]