Abstract: A flexible advance system allows users to request and receive advances instantly. The flexible advance system facilitates intra-system transfers between a third-party entity and employee accounts at a third-party system by generating and providing funding instructions to the third-party entity. Funding instructions include a funding amount that the flexible advance system predicts using one or more machine-learned models that account for seasonality and time delays. In executing the instructions from the flexible advance system, the third-party entity transfers funds to its entity account with the third-party system based on the funding amount. Once the flexible advance system receives an indication that the third-party entity has executed the instructions, the flexible advance system authorizes users of the flexible advance system to request short-term advances.

Abstract: A flexible advance system allows users to request and receive advances. The flexible advance system processes advances such that short-term advances are repaid through a wage deduction from the user's next regularly scheduled compensation period. The flexible advance system provides a user interface that allows users to request to receive compensation for a portion of time worked. Responsive to a request, an entry in a database associated with the user is accessed to determine a total amount of available advance compensation available for request by the user. In response to the requested amount being less than the total amount of available advance compensation, a transfer of compensation is executed to an account of the user. The flexible advance system also modifies the entry in the database by subtracting the compensated amount of time from the total amount of uncompensated time.

Abstract: A flexible advance system allows users to request and receive advances instantly. The flexible advance system facilitates intra-system transfers between a third-party entity and employee accounts at a third-party system by generating and providing funding instructions to the third-party entity. Funding instructions include a funding amount that the flexible advance system predicts using one or more machine-learned models that account for seasonality and time delays. In executing the instructions from the flexible advance system, the third-party entity transfers funds to its entity account with the third-party system based on the funding amount. Once the flexible advance system receives an indication that the third-party entity has executed the instructions, the flexible advance system authorizes users of the flexible advance system to request short-term advances.

Abstract: A flexible advance system allows users to request and receive advances. The flexible advance system processes advances such that short-term advances are repaid through a wage deduction from the user's next regularly scheduled compensation period. The flexible advance system provides a user interface that allows users to request to receive compensation for a portion of time worked. Responsive to a request, an entry in a database associated with the user is accessed to determine a total amount of available advance compensation available for request by the user. In response to the requested amount being less than the total amount of available advance compensation, a transfer of compensation is executed to an account of the user. The flexible advance system also modifies the entry in the database by subtracting the compensated amount of time from the total amount of uncompensated time.

Abstract: A flexible advance system allows users to request and receive advances. The flexible advance system processes advances such that short-term advances are repaid through a wage deduction from the user's next regularly scheduled compensation period. The flexible advance system provides a user interface that allows users to request to receive compensation for a portion of time worked. Responsive to a request, an entry in a database associated with the user is accessed to determine a total amount of available advance compensation available for request by the user. In response to the requested amount being less than the total amount of available advance compensation, a transfer of compensation is executed to an account of the user. The flexible advance system also modifies the entry in the database by subtracting the compensated amount of time from the total amount of uncompensated time.

Abstract: A flexible advance system allows users to request and receive advances. The flexible advance system processes advances such that short-term advances are repaid through a wage deduction from the user's next regularly scheduled compensation period. The flexible advance system provides a user interface that allows users to request to receive compensation for a portion of time worked. Responsive to a request, an entry in a database associated with the user is accessed to determine a total amount of available advance compensation available for request by the user. In response to the requested amount being less than the total amount of available advance compensation, a transfer of compensation is executed to an account of the user. The flexible advance system also modifies the entry in the database by subtracting the compensated amount of time from the total amount of uncompensated time.

Abstract: A flexible advance system allows users to request and receive advances instantly. The flexible advance system facilitates intra-system transfers between a third-party entity and employee accounts at a third-party system by generating and providing funding instructions to the third-party entity. Funding instructions include a funding amount that the flexible advance system predicts using one or more machine-learned models that account for seasonality and time delays. In executing the instructions from the flexible advance system, the third-party entity transfers funds to its entity account with the third-party system based on the funding amount. Once the flexible advance system receives an indication that the third-party entity has executed the instructions, the flexible advance system authorizes users of the flexible advance system to request short-term advances.

Abstract: A flexible advance system allows users to request and receive advances instantly. The flexible advance system facilitates intra-system transfers between a third-party entity and employee accounts at a third-party system by generating and providing funding instructions to the third-party entity. Funding instructions include a funding amount that the flexible advance system predicts using one or more machine-learned models that account for seasonality and time delays. In executing the instructions from the flexible advance system, the third-party entity transfers funds to its entity account with the third-party system based on the funding amount. Once the flexible advance system receives an indication that the third-party entity has executed the instructions, the flexible advance system authorizes users of the flexible advance system to request short-term advances.

Abstract: A flexible advance system allows users to request and receive advances instantly. The flexible advance system facilitates intra-system transfers between a third-party entity and employee accounts at a third-party system by generating and providing funding instructions to the third-party entity. Funding instructions include a funding amount that the flexible advance system predicts using one or more machine-learned models that account for seasonality and time delays. In executing the instructions from the flexible advance system, the third-party entity transfers funds to its entity account with the third-party system based on the funding amount. Once the flexible advance system receives an indication that the third-party entity has executed the instructions, the flexible advance system authorizes users of the flexible advance system to request short-term advances.

Abstract: A flexible advance system allows users to request and receive advances. The flexible advance system processes advances such that short-term advances are repaid through a wage deduction from the user's next regularly scheduled compensation period. The flexible advance system provides a user interface that allows users to request to receive compensation for a portion of time worked. Responsive to a request, an entry in a database associated with the user is accessed to determine a total amount of available advance compensation available for request by the user. In response to the requested amount being less than the total amount of available advance compensation, a transfer of compensation is executed to an account of the user. The flexible advance system also modifies the entry in the database by subtracting the compensated amount of time from the total amount of uncompensated time.

Abstract: A flexible advance system allows users to request and receive advances. The flexible advance system processes advances such that short-term advances are repaid through a wage deduction from the user's next regularly scheduled compensation period. The flexible advance system provides a user interface that allows users to request to receive compensation for a portion of time worked. Responsive to a request, an entry in a database associated with the user is accessed to determine a total amount of available advance compensation available for request by the user. In response to the requested amount being less than the total amount of available advance compensation, a transfer of compensation is executed to an account of the user. The flexible advance system also modifies the entry in the database by subtracting the compensated amount of time from the total amount of uncompensated time.

Abstract: There is a need for more reliable and efficient disease spread forecasting. This need can be addressed by, for example, solutions for performing optimization-based disease spread forecasting using a multi-risk-level disease spread forecasting machine learning model.

Abstract: A flexible advance system allows users to request and receive advances. The flexible advance system processes advances such that short-term advances are repaid through a wage deduction from the user's next regularly scheduled compensation period. The flexible advance system provides a user interface that allows users to request to receive compensation for a portion of time worked. Responsive to a request, an entry in a database associated with the user is accessed to determine a total amount of available advance compensation available for request by the user. In response to the requested amount being less than the total amount of available advance compensation, a transfer of compensation is executed to an account of the user. The flexible advance system also modifies the entry in the database by subtracting the compensated amount of time from the total amount of uncompensated time.