---
title: "Monitor data quality"
slug: "monitor-data-quality"
tags: ["Task", "Data Quality Studio", "DQS"]
updated: 2026-03-20T09:13:02Z
published: 2026-03-20T17:44:40Z
canonical: "docs.staedean.com/monitor-data-quality"
---

> ## Documentation Index
> Fetch the complete documentation index at: https://docs.staedean.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Monitor data quality

You can monitor the data quality using the charts on the **Data quality management** workspace. These charts provide insight into several Key Performance Indicators (KPIs) that help you proactively manage and improve your organization's data quality:

| **Chart** | **Description** | Shows data based on |
| --- | --- | --- |
| Policy by status | View active, inactive, and attention-required policies at a glance. | Status |
| Top 10 fields with most validation errors | Identify fields frequently encountering validation errors. | Validation rules only |
| Top 10 tables with most field validation errors | Identify tables frequently encountering validation errors. | Validation rules only |
| Error and success rate at field level | Evaluate accuracy and reliability of field-level data. | Validation rules only |
| Error and success rate at record level | Evaluate accuracy and reliability of complete records. | Validation rules only |
| Duplicate detection rate | Monitor detection of duplicate records to maintain data integrity. | Duplicate check rules only |

### Steps

1. Click **Data quality management**.
2. Expand the **Charts** section.
3. You can display data in the charts for:

In the **Company** field, you can select one or more companies.
  - All companies (default)
  - A specific company
  - Several selected companies