Enterprise data modelling &
semantic layer design.
Integrated MUFG's shared data into a unified Strategic Data Platform, enabling advanced modelling, conformed dimensions, and consistent analytics across the enterprise.
Shared data without a shared model.
New data sharing from MUFG required robust integration and modelling for actionable insights. Conformed dimensions and a semantic layer were needed to ensure consistent, fast query performance across shared entities.
One model, one truth, across the enterprise.
We integrated MUFG's shared data into the Strategic Data Platform, conformed dimensions across the core entities, and stood up a semantic layer that makes top measures fast and consistent for every consumer.
Shared data integration
Brought MUFG's shared data into the Strategic Data Platform with full lineage and auditability.
Conformed dimensions
Modelled member, account, and product as conformed dimensions — one truth across reports and apps.
Semantic layer delivery
Built a semantic layer on top — delivering consistently fast queries on top measures across the enterprise.
Semantic modelling, the right way.
Conformed dimensions plus a semantic layer — built with dbt and the Strategic Data Platform for sprint-paced change.
Consistent answers.
Fast queries. Auditable reconciliation.
Conformed dimensions
Cover nearly all shared entities — member, account, product.
Fast semantic queries
Consistently fast performance on top measures.
Sprint-paced change
Most change requests land within a couple of sprints.
Source reconciliation
Closely matches MUFG sources with full auditability.