A quantitative imaging platform enables integrated analysis of the cellular dynamics associated with the epithelial-to-mesenchymal transition (EMT) in human induced pluripotent stem cells. Differences in EMT progression across 2D and 3D culture geometries were linked to basement membrane integrity.