Nature Catalysis, Published online: 15 June 2026; doi:10.1038/s41929-026-01551-6 Enzyme assemblies can enhance metabolic efficiency, yet the ways in which transient interactions fine tune catalytic outcomes remain poorly understood. This study demonstrates that a flexible partner protein transiently remodels an enzyme’s active site to favour productive chemistry in a flavonoid metabolon.