Services
Data Quality & Governance
Create data that is reliable, traceable, and governed across its lifecycle.
The business challenge
Without ownership, rules, lineage, and resolution processes, data defects become business incidents. Lumera makes quality measurable and actionable.
What Lumera delivers
- Quality rules tied to usage and ownership.
- A catalog, glossary, and traceability suited to your organization.
- Controlled schema change and drift management.
Core capabilities
- Schema validation, data quality, and observability
- Lineage, catalog, metadata, and business glossary
- Ownership, data contracts, and access policies
- Retention, validation, and audit trail
Example use cases
- Quality controls on critical flows
- Schema and metric drift detection
- Catalog and glossary implementation
- Access review or audit preparation
Technologies we work with
dbt tests
Great Expectations
Soda
OpenMetadata
Microsoft Purview- Schema Sentinel
Delivery approach and architecture
- 01Discover
- 02Classify
- 03Govern
- 04Monitor
- 05Audit
Engineering practices
- Explicit ownership, data contracts, and versioned rules
- SLA/SLO, issue ownership, and controlled evolution
- End-to-end lineage and audit trail
Security and production readiness
- Classification, least privilege, segregation of duties, encryption, and access review.
- Periodic access controls, segregation of duties, and usable audit evidence.