Decarbonization is a momentous challenge for capitalism and makes one ask which changes in its morphology may be necessary to achieve that objective. The contribution by the French economist Albert Aftalion (1874–1956), with its emphasis on intermediate levels of aggregation (the “meso“ approach), the differentiated time profiles of economic actoivities, and their differential speeds of reaction to dynamic impulses, provides an invaluable heuristic for conceptualizing the structural transformations required by transition to a low energy regime. Aftalion’s analysis of industrial capitalism emphasizes that structural changes occur along multiple co-existing time horizons. This provides tools to analyze the time constraints on the sequencing of structural changes for different sectors on a decarbonization trajectory without neglecting the strict time requirements for implementing effective climate change mitigation. This interplay of time horizons is central to decarbonization, and it will require a new balance between the invisible hand of markets and the visible hand of states and other public bodies. Moreover, Aftalion’s emphasis on material constraints offers a novel approach to conceptualizing the importance of intermediate levels of aggregation in economic theory, thereby offering a new basis for sectoral policymaking and a fundamental challenge to institutionalist accounts of the morphology of capitalism.