Integration and aggregation of data is vital to provide clear business intelligence to drive portfolio decisions and reduce the risks inherent in conducting a clinical research program. Whether making decisions for adaptive clinical trials based on predetermined milestones or comparing financial, safety, efficacy and progress information on a clinical program with comparator and outcomes data, a robust infrastructure to support decision-making is key.