Missions / Data & BI
Traced metric report with quality gate
Metric report delivered with evidence chain from source to output
This mission is a vision-stage direction. No implementation exists today.
Architecture summary
Context intelligence discovers metric definitions and sources. Execution agents collect data through the pipeline. Evidence verification captures quality gates at each transformation. Report includes lineage.
Stages
Metric discovery
Identify metric definitions and data sources
Evidence: Metric catalog entry
Data collection
Gather source data with provenance
Evidence: Source data with lineage
Transformation
Apply business logic transformations
Evidence: Transformed data with formula
Quality validation
Run quality gates on output
Evidence: Quality gate results
Report generation
Assemble report with lineage
Evidence: Final report with trace links
Controls
Quality gate
Quality thresholds must pass before report delivery
Lineage gate
Every metric must have traceable source
Composition
- Capabilities used
- context-intelligence, evidence-verification
- Integration categories used
- model-provider, observability, storage, database
Constraints
- Quality gates required for all reports
- Lineage captured at every transformation
- Failed quality gates block delivery
Related design notes
- Designed for data quality assurance
- Lineage enables audit trail
- Integration with data catalog systems