Abstract: Methods, apparatus, systems, and articles of manufacture to automatically provisional peripheral data are disclosed. An example apparatus includes at least one programmable circuit to use a machine learning model to select a first application or a second application based on context information associated with at least one of the first application, the second application, or an input signal from a peripheral device; and forward the input signal to the selected one of the first application or the second application.