Data Quality Architecture Template
Documenting how data quality is measured, monitored, and enforced across the data landscape
The Data Quality Architecture template provides a structured approach to documenting how data quality is measured, monitored, and enforced across the data landscape.
Template Sections
This template includes 8 sections.
Data Quality Strategy
Describe the data quality strategy: quality dimensions tracked, measurement approach, and how quality feeds into data...
Data Quality Architecture Diagram
Diagram section
Ingestion Quality Gates
Define quality checks at data ingestion: schema validation, completeness thresholds, freshness checks, and duplicate...
Serving Quality Gates
Define quality checks before data is served to consumers: accuracy validation, consistency checks, and anomaly detection
Data Quality Fitness Functions
Define automated quality checks that run continuously: trend monitoring, statistical anomaly detection, and...
Data Quality Metrics
Define the key quality metrics: completeness percentage, accuracy rate, freshness lag, duplicate rate, and trend over...
Quality Remediation Process
Document the remediation process when quality thresholds are breached: alerting, investigation, root cause analysis,...
Data Quality Risks
Document risks: undetected quality degradation, quality checks that are too lenient, remediation fatigue, and quality...
Section Details
Block Types Used
| Section | Block Type | Purpose |
|---|---|---|
| Data Quality Strategy | Rich Text | Describe the data quality strategy: quality dimensions tracked, measurement... |
| Data Quality Architecture Diagram | Diagram | Diagram section |
| Ingestion Quality Gates | Quality Gate | Define quality checks at data ingestion: schema validation, completeness... |
| Serving Quality Gates | Quality Gate | Define quality checks before data is served to consumers: accuracy validation,... |
| Data Quality Fitness Functions | Fitness Function | Define automated quality checks that run continuously: trend monitoring,... |
| Data Quality Metrics | Metric Display | Define the key quality metrics: completeness percentage, accuracy rate,... |
| Quality Remediation Process | Operational Note | Document the remediation process when quality thresholds are breached:... |
| Data Quality Risks | Risk | Document risks: undetected quality degradation, quality checks that are too... |
Getting Started
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