Data Quality Automation - Precision & Control for Reliable Data | DataParQ
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Automate Data Quality with Precision and Control

The Data Quality module helps you define and enforce validation rules across tables and columns, ensuring your data remains reliable, compliant, and ready for action.

Comprehensive Data Quality Control at Every Level

From rule creation to monitoring, our platform provides end-to-end data quality management.

Rule Creation

Define custom validation rules with intuitive interfaces and flexible conditions.

Rule Management

Centrally manage, update, and organise all your data quality rules across systems.

Notifications

Get instant alerts when data quality issues are detected or rules are triggered.

Governance & Monitoring Integration

Seamlessly integrate with your data governance framework for complete visibility.

Rule Application Levels

Apply data quality rules at both entity (table) and attribute (column) levels for comprehensive data validation.

Entity Level
Table-based validation rules
Business Rules
Enforce business-specific conditions with options to reject data or send notifications.
Reject
Notify
Custom Code Rules
Apply user-defined scripts to correct, reject, or notify on data issues.
Correct
Reject
Notify
Duplicate Row Detection
Identify and handle duplicate entries through rejection or notification.
Reject
Notify
Attribute Level
Column-based validation rules
Business Rules
Allow automated correction of data based on predefined logic.
Correct
Reject
Notify
Null Checks
Detect missing values and enable correction, rejection, or notification.
Correct
Reject
Notify
Special Character Validation
Identify and handle invalid characters with comprehensive options.
Correct
Reject
Notify
Standard Format Validation
Enforce formatting rules (dates, phone numbers) with flexible handling.
Correct
Reject
Notify

See How It Works: Your Data Quality Journey

Watch these short videos to understand the simplicity and power of DataParQ's Data Quality module in action.

Simple 3-Step Process

1
Define Rules
Create validation rules with our intuitive interface
2
Apply & Monitor
Automatically apply rules and monitor data quality
3
Act & Improve
Receive notifications and continuously improve quality
Why DataParQ?
Intuitive interface requires no technical expertise
Real-time monitoring and alerts
Seamless integration with existing systems
Enterprise-grade security and compliance
Stop coding, start analysing
Experience engineering-level data analysis, all in one place.