I am preparing a demo. I was asked about such a things to consider:
Question: | CDP functionality: |
The CDP analyzes data quality and flags missing, incorrect, and non-standard data. | Data is checked on a Schema level. If its not in a required structure then the record is |
Missing data is identified, and the system can complete it using external sources or predefined rules. | No functionality. If it comes from the web then it should be partially validated on the front-end |
The CDP detects invalid email addresses, incorrectly formatted phone numbers, and conflicting customer records. | No functionality. Maybe Fuzzy Match using Data Distiller? |
After the cleansing process is completed, a report is generated to demonstrate the improvement in data quality. | No functionality. |
How would you tackle such a questions?