Scientists have created the largest phosphoproteome resource to date, which is set to help other researchers identify new functionally-relevant phosphosites. The research demonstrates an exciting use for machine learning methods to effectively compile and analyse large phosphorylation related biological datasets. Identifying new functional phosphosites has enormous potential to progress research into many biological processes and diseases.