Implementation of a data science and artificial intelligence strategy across pharmaceutical R&D: challenges and solutions
Vincenzo Garzya, Gabriella Rustici, Tom Diethe, Peder Blomgren, Nina Mian, Jamie MacPherson, Henry Constable, Rebecca J Port, James Weatherall · Drug Discovery Today · 2025
There is a growing need to apply data science (DS) and artificial intelligence (AI) (DS&AI) solutions to the pharmaceutical research and development (R&D) pipeline to remain competitive in a rapidly evolving industry. Here, we present the challenges and solutions of an operational framework toward the realisation of the potential of DS&AI in pharmaceutical R&D.