Numerous fundamental biological processes require individual cells to correctly interpret and accurately respond to incoming cues. How intracellular signaling networks achieve the integration of complex information from various contexts remains unclear. Here we quantify epidermal growth factor-induced heterogeneous activation of multiple signaling proteins, as well as cellular state markers, in the same single cells across multiple spatial scales. We find that the acute response of each node in a signaling network is tightly coupled to the cellular state in a partially non-redundant manner. This generates a multimodal response that senses the diversity of cellular states better than any individual response alone and allows individual cells to accurately place growth factor concentration in the context of their cellular state. We propose that the non-redundant multimodal property of signaling networks in mammalian cells underlies specific and contextaware cellular decision making in a multicellular setting.State-dependent decision making by individual cells is a hallmark of multicellular life. This is prominently exemplified in embryonic development, where spatial and temporal cues determine cellular fate, driving the emergence of complex multicellular structures which consist of multiple cell types with highly diversified patterns of gene expression 1,2,3,4,5,6 . Integration of spatial cues and cellular context is also observed in vitro.In intestinal organoids, symmetry breaking is determined by the mechanical context of individual cells 7 , while cell fates in pluripotent stem cell populations are determined by differences in cell density and distance to colony edge 8,9 . Also in tissue culture cells, cellular activities and gene expression show predictable adaptation to heterogeneous microenvironments and cellular states 10,11,12,13,14 . The fidelity of these decisions relies on information processing by signaling networks 15,16,17,18,19 . This involves the concomitant activation of multiple connected signaling nodes composed of kinases, phosphatases, small GTPases, and effector proteins. The flow of information through these signaling nodes is highly variable between individual cells, even when cells are genetically identical and exposed to identical amounts of cytokine or growth factor 16,20,21 .As a result, cell populations can exhibit broad distributions of single-cell signaling responses 16,22,23,24,25 .Although different concentrations of cytokine or growth factor indeed elicit distinct mean response values, an accurate measurement of the exact concentration is impossible for individual cells because the full response distributions overlap considerably 20,25 ( Fig. 1a). It therefore remains largely unclear how individual cells are able to accurately integrate the complexity of variable extra-and intracellular information and convert this into a specific, context-aware response with the remarkable and reproducible accuracy necessary to sustain multicellular life.One mechanism is based on temporal integrati...