Data quality is unclear

[jam01]

It is unclear whether data quality refers to any data vs data owned by the system

[jam01]

removing for now:

3.3.6 Data Quality

💬 Expectations for correctness and fitness of data for use.

➥ Define measurable targets for accuracy, completeness, consistency, timeliness, and validity. Specify validation rules, acceptable error rates, freshness SLAs, deduplication/idempotency expectations, and reconciliation processes. Include lineage, provenance, and schema evolution/versioning requirements with backward-compatibility rules.

💡 Tips:

• Link quality checks to ingestion/processing stages and recovery steps.
• Define monitoring and reporting for quality metrics (e.g., dashboards, alerts).