Challenge 1
Internal systems lack authoritative data
Enterprise data platforms, BI reports, and business systems contain proprietary operational data but lack authoritative external information on global pipelines, clinical trials, regulatory registration, market access, and HCPs. Frequent manual searches and data preparation consume time and make it difficult to establish a unified data environment.




