You're integrating new data sources into your architecture. How do you ensure data accuracy in the process?
Incorporating new data sources can be tricky. To maintain data accuracy, consider these steps:
- Validate incoming data using automated checks to catch inconsistencies or errors quickly.
- Standardize data formats across sources to ensure compatibility and ease of analysis.
- Implement a robust audit trail to track changes and maintain a history of data modifications.
How do you tackle data accuracy when expanding your architecture?
You're integrating new data sources into your architecture. How do you ensure data accuracy in the process?
Incorporating new data sources can be tricky. To maintain data accuracy, consider these steps:
- Validate incoming data using automated checks to catch inconsistencies or errors quickly.
- Standardize data formats across sources to ensure compatibility and ease of analysis.
- Implement a robust audit trail to track changes and maintain a history of data modifications.
How do you tackle data accuracy when expanding your architecture?