II.
Workflow overview
Reference · liveworkflow:data-quality-scorecard-review
Data Quality Scorecard Review overview
Compiles and reviews a multi-dimensional data-quality scorecard across key datasets — evaluating completeness, accuracy, freshness, consistency, uniqueness, and schema-conformance dimensions; trending scores over time; attributing regressions to specific pipeline stages or source systems; and escalating datasets that breach SLA thresholds. Produces a prioritised remediation backlog. Excludes pipeline repair work.
Attributes
displayName
Data Quality Scorecard Review
workflowKind
governance
triggerType
scheduled
typicalCadence
weekly
complexity
cross-team
description
Compiles and reviews a multi-dimensional data-quality scorecard across key
datasets — evaluating completeness, accuracy, freshness, consistency,
uniqueness, and schema-conformance dimensions; trending scores over time;
attributing regressions to specific pipeline stages or source systems; and
escalating datasets that breach SLA thresholds. Produces a prioritised
remediation backlog. Excludes pipeline repair work.
Outgoing edges
applies_to_domain3
- domain:data-science·DomainData Science
- domain:data-engineering·DomainData Engineering
- domain:business-intelligence·DomainBusiness Intelligence
involves_role3
- role:data-engineer·RoleData Engineer
- role:data-scientist·RoleData Scientist
- role:engineering-manager·RoleEngineering Manager
performed_by_org_unit2
- org-unit:data-platform-team·OrgUnitData Platform Team
- org-unit:data-governance-team·OrgUnitData Governance Team
requires_skill_area2
- skill-area:data-quality·SkillAreaData Quality
- skill-area:data-lineage·SkillAreaData Lineage
triggers_responsibility2
- responsibility:data-quality-monitoring·ResponsibilityData quality monitoring
- responsibility:slo-definition·ResponsibilitySLO definition
Incoming edges
None.