Sanofi used metaphactory to develop a target discovery dashboard which provides a consolidated view on gene and target information, e.g., data about functions, expressions, interactions, localisation, sequence, etc., and allows systems biologists to discover interesting gene interactions. Information about compounds and drugs was also integrated into the dashboard. Using machine learning algorithms, chemists can perform drug simulations and discover interesting compounds, thus supporting drug safety and drug repurposing processes.