Providing online non-downloadable software using artificial intelligence for a decision engine used to optimize pharmaceutical portfolio strategy and clinical trial design; providing online non-downloadable software using artificial intelligence to compare drug programs, drug targets, biomarkers, indicators, and trial designs; providing online non-downloadable software using artificial intelligence to test pharmaceutical portfolio decisions against multiple scenarios and identify optimal opti...