We herein report a novel kinetic modelling methodology whereby identification of the correct reaction model and parameters is conducted by an autonomous framework combined with transient flow measurements to enable comprehensive process understanding minimal user input. An automated chemistry platform was employed initially conduct linear flow-ramp experiments rapidly map profile three processe...