The problem
The organisation ran across scattered systems with inconsistent definitions, duplicated records and slow reporting.
The solution
We designed and built a central data warehouse with clear models, governance, lineage and integration pipelines, creating unified reporting and operational visibility.
The journey
- Mapped all source systems, definitions and data contracts.
- Built a governed data model with dimensional and entity layers.
- Built ingestion pipelines with lineage and reconciliation checks.
- Enabled dashboards aligned to executive and operational roles.
Outcomes
- Reliable reporting anchored in a single source of truth.
- Faster analytics and better decisions.
- Less duplication and inconsistency across teams.