Systems and methods relate generally to contextual features for a printing device. In an example method thereof, features of a printing device configuration are queried by a firmware service. The features obtained by a first dynamic scheduling service associated with the printing device are packaged. The features packaged are retrieved to provide a features list thereof by a second dynamic scheduling service for a driver associated with the printing device. Dynamic scheduling data is generated by an artificial intelligence service including deactivating one or more of the features responsive to a policy. The generating of the dynamic scheduling data includes filtering the features using the policy by the artificial intelligence service. A dynamic user interface is created by the second dynamic scheduling service responsive to the dynamic scheduling data.