Run retrosynthetic analysis Retrosynthetic analysis of the molecule represented by the given SMILES is conducted by AiZynthFinder , open-source software for retrosynthetic planning. The input molecule is broken down into purchasable precursors with the algorithm based on a Monte Carlo tree search guided by a neural network. The synthesis route images are generated for individual routes.