Recent developments in artificial intelligence have aroused interest in automated synthesis of chemicals. An important aspect hereof is understanding how molecules react with each other, to find which (by-)products are formed. This requires both thermo-chemical data and extended reaction networks. Using ab-initio data and network generation software, a platform is to be designed allowing computational synthesis of chemicals.