Abstract: The technical solutions provide ML-based generation of queries and responses for operational frameworks of entities. A processor can identify queries of a processing frameworks for an entity and construct embeddings for the queries. Each embedding can correspond to a vector of a query of the plurality of queries that form a plurality of clusters in a vector space. The processor can generate, for each cluster, using API calls to ML models, a cluster query and a cluster response for the cluster query and store, in a storage, a mapping of each cluster query to each cluster response. The processor can receive, from a client, a request and select, using the mapping, the cluster response based on a relation between the cluster query and the request. The processor can provide, to the client, the selected cluster response responsive to the request.

Abstract: The disclosure provides a technical solution for generating form templates through prompt-based conditioning of a generative artificial intelligence (GAI) model. The solution can identify one or more placeholders for one or more parameters of a form and identify a identify a sample of a template for the form. The solution can generate a prompt for a generative artificial intelligence (GAI) model. The prompt can indicate the one or more placeholders for the one or more parameters, the sample and an instruction to condition a probability distribution of the GAI model to cause the GAI model to generate a computer code for providing the form that arranges the placeholders in accordance with the template. The solution can receive, from the GAI model, the computer code for providing the form comprising the placeholders for the one or more parameters arranged in accordance with the template.

Abstract: A method, apparatus, system, and computer program product provide visual verification of electronic data. The computer system comprises a hardware processor and a data verifier in communication with the hardware processor. The data verifier is configured to execute program code for: receiving a request to verify data listed in an electronic document; determining a set of a characteristics about the data; determining, from the characteristics, an endpoint for a data steward that maintains data records about the data; generating a query from the data; forwarding the query to the endpoint that was determined; in response to receiving a query response, determining whether the query response matches the data; and in response to determining that the query response matches the data, sending a verification of the data.

Abstract: A method, computer system, and computer program create a template in an integrated development environment. A set of tiles is displayed within a first area of a graphical user interface. Each tile corresponds to a set of data nodes that are composable into structured data objects according to a domain-specific language. A structured data object is composed from a subset of the tiles. The subset is displayed within a second area of the graphical user interface according to a context of the data nodes. Values are applied to properties of data nodes of the subset according to the context of the data nodes in the structured data object. The template is created from selected tiles of the subset. The template includes the values for the properties as-applied within the context.

Abstract: A method, apparatus, system, and computer program product provide visual verification of electronic data. A computer system accesses an electronic document. The computer system parses the electronic document to identify an assertion about a person. The computer system identifies an organization that maintains records capable of sustaining the assertion. The computer system sends a request to the organization to search for information about the person that substantiates the assertion. In response to receiving a reply that substantiates the assertion, the computer system generates a verification badge in the context of the organization. The computer system transforms the electronic document to display a verified document that associates the verification badge with the assertion. The computer system displays the verified document, including the verification badge in association with the assertion.

Abstract: Configuring computing devices based on geographic pattern detection is provided. A system provides a first mapping application on computing devices. The first mapping application can display an approximate location of each computing device of the computing devices. The system provides interactive interface elements to the computing devices. The interactive interface elements adjust the approximate location having a first resolution to an actual location having a second resolution that is greater than the first resolution for each of the computing devices. The system receives the adjustments to the approximate locations, and categorizes an actual location received from the computing devices to generate a consolidated view of the actual location for each respective computing device. The system displays, via a second mapping application, a consolidated view of the actual locations of the computing devices.

Abstract: The present disclosure relates generally to a security workbench and, more particularly, to a system, method and computer program product which integrates different scanner types into a single, integrated security tool. The method, for example, includes: integrating, by a computer system, a plurality of scanner types into a single tool; and displaying, by the computer system, an output of any of the plurality of scanner types run on software code in a standardized format in a graphical user interface of the tool.

Abstract: A method, apparatus, system, and computer program code for classifying a transaction. A computer system receives an authorization request from a gateway. The authorization request includes data for a transaction that is pending at a web client. A context for accessing a web service is determined from the authorization request, and the computer system accesses web services data according to the context that was determined. The computer system classifies the transaction based on the web services data, and records the transaction in a ledger according to the context.

Abstract: Systems, methods, and computer-readable storage media for building knowledge graphs which map the aspects of entities, then transforming the graphs into vectors for a similarity comparison. The resulting vectors can be used to identify skills and competencies of individuals, which the system uses to compare those individuals to others. The system can then quantify who would make for a good replacement for a given individual and make an associated recommendation.

Abstract: A method, computer system, and computer program product that aggregates sample data regarding a plurality of factors associated with employment; performs iterative analysis on the data using machine learning to construct a predictive model; populates, using the predictive model, a database with predicted employment values for predefined geographic regions; converts the predicted employment values in the database into percentages of observed employment values for the predefined geographic regions over a specified time period to create indices of workforce elasticity for each geographic region; and rank orders the predefined geographic regions according to their indices of workforce elasticity.

Abstract: A method, computer system, and computer program product are provided for managing reports. A subset of data fields is identified for inclusion in a new report. An intent of the new report is determined based on the subset of data fields. The intent is determined using a set of machine learning models trained from a set of existing reports and a taxonomy of human capital management (HCM) information. Based on the intent determined by the artificial intelligence system, a set of additional fields is predicted for the new report. The set of the additional fields is displayed in a graphical user interface on a display system.

Abstract: A system, method implemented on a computer system, and computer program product for managing properties of software to be deployed for running on an operations system. A user interface prompts an operator to input property information to define properties of the software. The property information for the properties of the software input by the operator is stored in a properties database. Property information for properties of the software that is stored in the properties database may be displayed on the user interface and changed by the operator. The property information for the properties of the software that is stored in the properties database may be used to deploy the software to the operations system.

Abstract: A method for predicting changes in customer demand is provided. The method comprises collecting subscription data for a number of customers at specified time intervals, wherein each customer is subscribed to one of a number of defined bundles of services. Any changes in customer bundle subscriptions during a given time interval are determined along with metrics for defined customer tasks for subscribed services during the given time interval. Multimodal multi-task learning is used to simultaneously model both bundle subscription change events and time-to-event for each bundle subscription change. Using the modeling, types and timing of changes in customer bundle subscriptions are predicted based on customer service activities.

Abstract: Aspects of the present disclosure relate generally to application ecosystems and, more particularly, to navigational and executional operations in an application ecosystem. In embodiments, a method includes: receiving, by a computing device, a natural language request input by a user to perform a task in an application ecosystem of a plurality of applications; determining, by the computing device, an actionable task from the natural language request to perform in the application ecosystem; generating, by the computing device, a user interface screen to perform the task with input parameters required to perform the task populated in elements of the user interface screen derived from the natural language request; and performing the task with the input parameters required in the application ecosystem of the plurality of applications.

Abstract: A system, method implemented on a computer system, and computer program product for generating an expression. A graphical representation of the expression comprising criteria blocks and logical operator blocks is displayed on a user interface. Each of the criteria blocks includes criteria information defining a criteria, an edit block control element, and a delete block control element. A user interface to receive changes to the criteria information for a selected criteria block is displayed in response to selecting the edit block control element for the selected criteria block. The selected criteria block is deleted from the expression in response to selecting the delete block control element for the selected criteria block. A building block may be used to define criteria for criteria blocks in several expressions. Criteria for expressions defined using a building block are changed automatically in response to changes to the building block.

Abstract: A method and apparatus visualizing compensation adjustments for employees of organization. A computer system identifies a number of merit groups for a group of employees based on employee evaluation for employees in the group of employees. The computer system identifies a number of compensation adjustment parameters. The computer system applies the number of compensation adjustment parameters to a compensation distribution of the group of employees to determine a compensation adjustment for each merit group. The computer system determines impact of the compensation adjustment on the compensation distribution of the group of employees. The computer system displays the impact of the compensation adjustment in a compensation adjustment scenario.

Abstract: A method and apparatus for visually presenting a hierarchical organization for an entity. A tree structure that represents the hierarchical organization for the entity is displayed by a computer system in a graphical user interface on a display system. A sequence of user inputs is received by a computer system through the graphical user interface. A plurality of levels of the tree structure in the graphical user interface is transformed, by the computer system, based on the sequence of user inputs such that a series of direct linkages from a topmost level of the plurality of levels to a bottommost level of the plurality of levels is aligned with a vertical alignment axis.

Abstract: A method, computer system, and computer program manage revisions in a document. The document is displayed in a graphical user interface. The document comprises a structured data object composed from a set of tiles, wherein each tile corresponds to one or more data nodes. The tiles are composable according to a domain-specific language of an integrated development environment. One or more revisions to the structured data object are received in sequence. The revisions to each data node of the set of tiles composing the structured data object are independently managed, enabling each revision to be independently reverted to a prior state irrespective of the sequence and revisions to other data nodes of the set of tiles and without reverting the other data nodes of the structured data object to their prior state.

Abstract: The present disclosure relates generally to computer systems and, more particularly, to a cache refresh system and related processes and methods of use. The method of refreshing data in cache memory includes: setting, by a computer system, a refresh indicator to “true”; refreshing data in the cache memory, by the computer system, upon a determination that the refresh indicator is set to “true”; and setting, by the computer system, the refresh indicator to “false” after the refreshing of the cache memory.