Abstract: The present disclosure involves systems, software, and computer implemented methods for artificial intelligence (AI) training data generation. A method includes identifying a request to generate training data based on software development objects of a software development system. A plurality of exporters each configured for a given object type are invoked. Each exporter invokes a respective interface of the software development system to iterate, in a shared object repository, over objects of an object type to retrieve object data and object metadata for instances of the object type. Object data and object metadata are received from each exporter. Received object data and metadata are stored in a first format in an exported data repository. AI training data is generated by transforming the object data and metadata in the first format to a second format suitable for training AI models. The AI training data is provided to at least one AI system.

Abstract: A computer system and computer program product executing a method for consistent and efficient management of program configuration and customizing data for a business application program. According to one method, an existing or newly created version of a global switch configuration is provided in a cache shared by one or more other programs. The cached switch configuration provides a configuration for a switch framework that governs access to one or more program functions of a business application. The cached switch configuration is then attached to the business application to provide an attached version of the switch configuration. Compatibility between the attached version of the switch configuration and the business application is determined. If compatibility exists, the business application program is executed in accordance with the attached version of the switch configuration.

Abstract: An article of manufacture and a method includes providing a system having an interface, dividing the interface into levels, associating a dependency list with a level, associating a client with the dependency list, and marking the clients associated with a dependency list for recompilation based on a change to a global component.

Abstract: A computer system and computer program product executing a method for consistent and efficient management of program configuration and customizing data for a business application program. According to one method, an existing or newly created version of a global switch configuration is provided in a cache shared by one or more other programs. The cached switch configuration provides a configuration for a switch framework that governs access to one or more program functions of a business application. The cached switch configuration is then attached to the business application to provide an attached version of the switch configuration. Compatibility between the attached version of the switch configuration and the business application is determined. If compatibility exists, the business application program is executed in accordance with the attached version of the switch configuration.

Abstract: An article of manufacture and a method includes providing a system having an interface, dividing the interface into levels, associating a dependency list with a level, associating a client with the dependency list, and marking the clients associated with a dependency list for recompilation based on a change to a global component.