This article in BMJ Global Health argues that as new evidence-based interventions emerge and are included in the global recommendations to improve health and well-being of pregnant populations, the global maternal newborn health community must ensure that their introduction and implementation takes local context into account and employs an inclusive, equitable, health systems approach with a continuous learning agenda.