How can I ensure data consistency during integration processes?

How can I ensure data consistency during integration processes?

To ensure data consistency, you can implement validation checks, use transaction management, and establish clear data governance policies.

What are some common challenges in maintaining data consistency?

Common challenges include data duplication, schema mismatches, and latency issues during data transfer.

Can you suggest tools that help with data integration?

Sure! Tools like Apache NiFi, Talend, and Informatica are popular for data integration and maintaining consistency.

How do I handle data conflicts during integration?

You can handle data conflicts by implementing conflict resolution strategies, such as last-write-wins or merging data based on business rules.