Single Cell Network Profiling (SCNP) uses multi-parameter flow cytometry to simultaneously measure resting and evoked intracellular signalling molecules and pathways in distinct cell subsets within a complex tissue sample. This review focuses on the utility of SCNP and its potential applications for chemotherapy selection in Acute Myeloid Leukemia (AML).