Abstract: Integration code usable to cause a computing device to determine which category from a plurality of categories corresponds to an interface of an interface provider is generated based at least in part on output from a machine learning algorithm trained to categorize interfaces. The computing device is caused, by providing the integration code to the computing device, to execute the integration code to cause the computing device to evaluate characteristics of an interface of an interface provider, determine a category of an interface of the interface provider, and interact with the interface in a manner that accords with the category.

Abstract: A first interface having a control object that is associated with a first option and a second option is launched. The control object is engaged at a first time to select the first option. A first set of differences between a first current state of the interface and a preconfigured state of the first interface is determined. The control object is engaged at a second time to select the second option. A second set of differences between a second current state of the interface and the preconfigured state of the first interface is determined. Integration code that, upon execution by a client device, causes the client device to modify a second user interface is generated based on the first set of differences or the second set of differences. The integration code is provided to the client device to cause the client device to modify the second user interface.

Abstract: Integration code usable to cause a computing device to determine which category from a plurality of categories corresponds to an interface of an interface provider is generated based at least in part on output from a machine learning algorithm trained to categorize interfaces. The computing device is caused, by providing the integration code to the computing device, to execute the integration code to cause the computing device to evaluate characteristics of an interface of an interface provider, determine a category of an interface of the interface provider, and interact with the interface in a manner that accords with the category.

Abstract: A first interface having a control object that is associated with a first option and a second option is launched. The control object is engaged at a first time to select the first option. A first set of differences between a first current state of the interface and a preconfigured state of the first interface is determined. The control object is engaged at a second time to select the second option. A second set of differences between a second current state of the interface and the preconfigured state of the first interface is determined. Integration code that, upon execution by a client device, causes the client device to modify a second user interface is generated based on the first set of differences or the second set of differences. The integration code is provided to the client device to cause the client device to modify the second user interface.

Abstract: A first interface having a control object that is associated with a first option and a second option is launched. The control object is engaged at a first time to select the first option. A first set of differences between a first current state of the interface and a preconfigured state of the first interface is determined. The control object is engaged at a second time to select the second option. A second set of differences between a second current state of the interface and the preconfigured state of the first interface is determined. Integration code that, upon execution by a client device, causes the client device to modify a second user interface is generated based on the first set of differences or the second set of differences. The integration code is provided to the client device to cause the client device to modify the second user interface.

Abstract: A first characteristic associated with a first interface of an interface type and a second characteristic associated with a second interface of an additional interface type are determined. A machine learning algorithm is trained using the first characteristic, the second characteristic, and the interface type as a ground truth for the first characteristic. A template script usable to identify whether a given interface of the same interface provider is of the interface type or the additional interface type is generated. The parameter for the template script is determined based the machine learning algorithm. A device is caused to, as a result of the device executing the template script with the parameter to identify that the given interface is of the interface type, perform an operation specific to the interface type.