Enterprise Semantic Layer & OLAP Design
Telenor, Pakistan · Telecommunications

Telecommunications
Telenor, Pakistan
Designed and delivered a new OLAP semantic layer over the enterprise Teradata warehouse, enabling consistent KPI reporting across business units.
Key outcomes
- Delivered kPI reporting layer
- Multi-BU semantic coverage
Scope of work
Data modelling leadership and KPI reporting architecture
Business challenge
The organization lacked a unified semantic layer over its enterprise warehouse, making cross-functional KPI reporting inconsistent and difficult to scale.
Our approach
Led conceptual and logical data modelling; delivered Teradata architecture, data models, and reporting design; and built ETL pipelines using SSIS and PL/SQL.
Technology stack
TeradataBusiness ObjectsSSISPL/SQL
Capabilities delivered
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