In recent years have computer-assisted synthesis planning has undergone significant changes . Research are moving away from traditional expert systems, built around hand-encoded transformation rules to automated search algorithms guided by artificial intelligence trained on millions of known reactions . The paper from Segler et al. illustrates that reaction templates extracted from large reaction databases coupled with a Monte Carlo tree search (MCTS) can be used as an efficient retrosynthetic planning tool.