The Human Behaviour Change Project (HBCP) funded by the Wellcome Trust, and the Advancing Prevention Research in Cancer through Ontology Tools (APRICOT) Project funded by the US National Institutes of Health, are developing the Behaviour Change Intervention Ontology and associated tools and resources to be used in reporting research; linking datasets and synthesising evidence; and AI/ML algorithms to predict intervention outcomes in novel scenarios.