Abstract: Intelligent data ingestion is provided. A determined column header name of a selected column in an imported data file is mapped to a predicted corresponding column header name of a particular column in a database corresponding to a human capital management application using a plurality of machine learning models. It is determined whether the predicted corresponding column header name output by each respective machine learning model of the plurality of machine learning models matches. In response to determining that the predicted corresponding column header name output by each respective machine learning model of the plurality of machine learning models does match, the predicted corresponding column header name of the particular column in the database is utilized as a target column name for the determined column header name of the selected column in the imported data file.

Abstract: A method, apparatus, and computer program product for communicating real-time updates among web clients. A structured data object is composed from a set of data nodes according to a domain specific language in response to requesting access to a data within a human resources database. The structured data object is interpreted within a context of a record ID/form to identify content for the web page and to determine whether real-time updates are enabled for the web page. Interpreting the structured data object, displays the form with the content. An event queue is created and a connection to the server hub is established when real-time updates are enabled. In response to receiving an update event in the event queue, a notification of the update event is displayed when the update event matches the record ID/form that a first user has opened.

Abstract: A method, apparatus, and computer program product for communicating real-time updates among web clients. A structured data object is composed from a set of data nodes according to a domain specific language in response to requesting access to a data within a human resources database. The structured data object is interpreted within a context of a record ID/form to identify content for the web page and to determine whether real-time updates are enabled for the web page. Interpreting the structured data object, displays the form with the content. An event queue is created and a connection to the server hub is established when real-time updates are enabled. In response to receiving an update event in the event queue, a notification of the update event is displayed when the update event matches the record ID/form that a first user has opened.

Abstract: A method, apparatus, system, and computer program product for processing a form. A form processing system comprising a computer system and a form manager. The form manager is located in the computer system, wherein the form manager receives a selection of a form from a client application in the computer system; fills a set of fields in the form to form a filled form using text obtained from optical character recognition performed on an image of a document using metadata that defines a relationship between the set of fields in the form and text for a document type of the document; and sends the filled form to the client application in the computer system.

Abstract: A method, apparatus, and computer program product for communicating real-time updates among web clients. A structured data object is composed from a set of data nodes according to a domain specific language in response to requesting access to a data within a human resources database. The structured data object is interpreted within a context of a record ID/form to identify content for the web page and to determine whether real-time updates are enabled for the web page. Interpreting the structured data object, displays the form with the content. An event queue is created and a connection to the server hub is established when real-time updates are enabled. In response to receiving an update event in the event queue, a notification of the update event is displayed when the update event matches the record ID/form that a first user has opened.

Abstract: A method, computer system, and computer program product digitally manipulate a human resources workflow on a mobile device. The computer system identifies a mobile context of a chat message received from a mobile application executing on the mobile device. The computer system determines a human resources operation intended by the chat message. The determination is based in part on the mobile context. The computer system identifies a business rule corresponding to the human resources operation. The business rule comprises a plurality of linked metadata objects forming a syntax tree. The computer system interprets the plurality of metadata objects to implement the business rule within the mobile context. The computer system performs the human resources operation according to the business rule.

Abstract: A method, apparatus, system, and computer program product for processing a form. A form processing system comprising a computer system and a form manager. The form manager is located in the computer system, wherein the form manager receives a selection of a form from a client application in the computer system; fills a set of fields in the form to form a filled form using text obtained from optical character recognition performed on an image of a document using metadata that defines a relationship between the set of fields in the form and text for a document type of the document; and sends the filled form to the client application in the computer system.

Abstract: A method, computer system, and computer program product for digitally performing a human resources operation. A computer system interprets a plurality of linked metadata objects forming a syntax tree. The metadata objects defining what a web page looks like without content for the web page. The computer system identifies a geolocation context for the web page based on the plurality of linked metadata objects. The computer system interprets a geolocation object in the plurality of linked metadata objects. The geolocation object is interpreted within the identified geolocation context for the web page. The computer system then displays the geolocation object in the web page according to the identified geolocation context.

Abstract: A method, computer system, and computer program product digitally manipulate a human resources workflow on a mobile device. The computer system identifies a mobile context of a chat message received from a mobile application executing on the mobile device. The computer system determines a human resources operation intended by the chat message. The determination is based in part on the mobile context. The computer system identifies a business rule corresponding to the human resources operation. The business rule comprises a plurality of linked metadata objects forming a syntax tree. The computer system interprets the plurality of metadata objects to implement the business rule within the mobile context. The computer system performs the human resources operation according to the business rule.