How can I ensure data quality during integration processes?

How can I ensure data quality during integration processes?

To ensure data quality during integration, you should implement validation checks, data cleansing, and monitoring.

What specific validation checks should I implement?

You can implement checks for data type consistency, range validation, and uniqueness constraints.

How often should I monitor the data quality?

Monitoring should be continuous, but you can schedule regular audits, such as weekly or monthly, depending on your needs.

Are there any tools you recommend for data quality management?

Yes, tools like Talend, Informatica, and Apache NiFi are great for managing data quality during integration.