Data Quality and Architecture Enrichment for Insights Visualization

The Challenge A radiopharmaceutical imaging company faced challenges in monitoring patient statistics and clinical trial logistics. A lack of visibility and awareness into this data hindered conversations with leadership regarding the status of active clinical trials, ultimately putting clinical trial results at risk. The company needed a trusted, single location to ask relevant business questions about their data and to see trends or anomalies across multiple clinical trials. They faced challenges, however, due to trial data being sent by various vendors in different formats (no standardized values across trials). To mitigate these issues, the company engaged Enterprise Knowledge (EK) to provide Semantic Data Management Advisory & Development as part of a data normalization and portfolio reporting program.