Dataddo includes several built-in mechanisms for data quality that apply across every workload:
- The Data Quality Firewall (rule-based, configurable per column)
- Detailed monitoring and notifications
- Format harmonization, so data from disparate sources is analytics-ready
- Data blending/union
- The ability to exclude personally identifiable information (PII) from extractions
Specific workloads add their own controls. Reverse ETL adds flexible write modes, easy data mapping, and syncs as frequent as every 5 minutes. Database replication adds the Truncate Insert write mode, detailed flow logs, and automatic data type conversion.
See our documentation for more information about how Dataddo approaches data quality.