Prompt

Implement data quality monitoring framework.

<data_assets>
{critical data sets and tables}
</data_assets>

<quality_dimensions>
{accuracy, completeness, timeliness}
</quality_dimensions>

<business_impact>
{impact of data quality issues}
</business_impact>

Framework:
1. Quality metrics
2. Validation rules
3. Anomaly detection
4. Alerting system
5. Remediation workflows
6. Quality dashboards