Data Warehousing & Analytics Infrastructure for Commercial Scale
A pharmaceutical company with a growing commercial portfolio was operating on a fragmented data infrastructure — separate data feeds, inconsistent master data, and reporting built on unvalidated extracts. The commercial organisation lacked confidence in its own data, slowing decision-making and creating audit risk.
We designed and led the implementation of a governed commercial data warehouse — consolidating claims, CRM, market access, and financial data into a single validated source of commercial truth. Work included master data management framework design, data quality governance, and role-specific reporting layers for brand, field, and leadership audiences.
The commercial organisation moved from multiple competing data sources to a single governed infrastructure — with immediate improvements in data confidence, reporting consistency, and the ability to support advanced analytics use cases that the previous architecture could not accommodate.