A system including an electronic document inspection device that identifies a set of electronic documents using a search query; a composite page generator that generates a composite page that i) is hosted by a different domain than at least some electronic documents in the set of electronic documents and ii) includes electronic documents from the set of electronic documents; an asset package generator that generates digital content asset packages, each digital content asset package including i) digital content assets and ii) instructions that specify a configuration of the digital content assets for the respective digital content asset package; and an asset package list generator that generates a digital content asset package list specifying an order of presentation of the digital content asset packages, wherein the composite page, the digital content asset packages, and the digital content asset package list are transmitted to a user device that provides the search query.

Embodiments include a device comprising an interface module for interfacing with proprietary legacy systems. The interface module comprises a data interface for interfacing with a processing component of the legacy system, where the processing component uses a proprietary protocol for processing data of the legacy system. The interface module includes a protocol module that comprises a protocol corresponding to the proprietary protocol of the legacy system, and the interface module uses the protocol to exchange data with the processing component. The interface module includes a communication device that communicates with a remote system via a wireless channel. The interface module controls communications that include passing commands from the remote system to the legacy system, and passing event data of the legacy system to the remote system.

A personal blockchain is generated as a cloud-based software service in a blockchain environment. The personal blockchain immutably archives usage of any device, perhaps as requested by a user. However, some of the usage may be authorized for public disclosure, while other usage may be designated as private and restricted from public disclosure. The public disclosure may permit public ledgering by still other blockchains, thus providing two-way public/private ledgering for improved record keeping. Private usage, though, may only be documented by the personal blockchain.

Systems and methods are disclosed for application data amalgamation through integration with third-party applications. A dynamic stub operates within a user interface application on a client computing device. The dynamic stub enables integration of functionality of an associated middleware system. The dynamic stub extracts data from a user interface of a third-party application system based on a set of data capture components. The dynamic stub transmits data to the middleware system. The middleware system transmits information back to the dynamic stub based on the data. The middleware system can reconfigure the dynamic stub in order to alter at least a portion of the user interface based on the information received from the middleware system.

A method of executing a sequence of tasks includes receiving a natural language input indicative of the sequence of tasks. The natural language input may include a first task and a plurality of possible next tasks for the first task. The tasks may each be associated with a playback performance skeleton, indicative of a series of actions to be carried out on a web page. The series of action may have been generated, ahead of time, from a recorded performance of a similar task. The first task may be arranged to be performed. Then, based on a result of the performance of the first task, a successive task from among a plurality of possible next tasks associated with the result of performance of the first task may be selected. The successive task may then be arranged to be performed.

A server may receive from a software development kit (SDK) a channel identifier that represents an in-application communication channel of a software application that imports the SDK as part of the software application. In some cases, the software application is developed by a message publisher and the SDK is developed by the message management server. The server receives configuration data describing an in-application user interface (UI) element for display by the software application, the configuration data including a trigger condition for displaying the in-application UI element. The server transmits a message to the SDK via the in-application communication channel. The message includes the trigger condition from the configuration data for the in-application UI element. In response to the SDK determining that the trigger condition is satisfied, the server provides additional configuration data from the configuration data for the in-application UI element to the SDK.

Data transformation caching in an artificial intelligence infrastructure that includes one or more storage systems and one or more graphical processing unit (‘GPU’) servers, including: identifying, in dependence upon one or more machine learning models to be executed on the GPU servers, one or more transformations to apply to a dataset; generating, in dependence upon the one or more transformations, a transformed dataset; storing, within one or more of the storage systems, the transformed dataset; receiving a plurality of requests to transmit the transformed dataset to one or more of the GPU servers; and responsive to each request, transmitting, from the one or more storage systems to the one or more GPU servers without re-performing the one or more transformations on the dataset, the transformed dataset.

A method for generating an electronic file associated with health care professionals (HCPs). The method includes receiving health information from a covered entity computing system and a file generation request from a user computing device. The method further includes matching HCP information with the health information and determining one or more statistical values based on at least one of the matched HCP information or the matched health information. The method further includes generating the electronic file including the one or more statistical values and at least a portion of the matched HCP information and providing the file to the destination address of the file generation request. The electronic file is generated as the file type identified by the file generation request, and is structured based on at least one of the file generation request or the file destination.

A method comprises receiving a first outbound request, from an internal user account of an internal platform, indicating a first action to be performed by a first third-party user account of a first third-party platform. In response to authenticating the first outbound request, the method further comprises sending an application programming interface (API) request to the first third-party platform to perform the first action on the first third-party platform on behalf of the internal user account. The method further comprises receiving a first inbound request, from the first third-party user account, indicating a second action to be performed on behalf of the internal user account on the internal platform. In response to authenticating the first inbound request, the method further comprises sending an internal request to the internal platform to perform the second action on the internal platform on behalf of the first third-party user account.

In one or more embodiments, a system generates a navigable interface for traversing sets of content based on system-determined relationships between the sets of content. The system uses a trained machine learning model to determine characteristics, such as layout, for sets of content. The characteristics are mapped to a content type. The system organizes the sets of content, based on respective content type, into a set of pages of a multipage navigable interface. Furthermore, the system selects navigational relationships between the sets of content based on respective content type. The navigational relationships are implemented via interface elements that allow for navigation between the pages of the navigable interface including corresponding sets of content.