Abstract: A method, apparatus, system, and computer program code for data reconciliation and task processing implemented in a dashboard interface. A dashboard interface is displayed having a number of tabs that correspond to categorical processing steps for the task, vertically arranged along an edge of the dashboard. The number of tabs include at least an overview tab, a configuration tab, a reconciliation tab, and a transaction tab. A number of selectable parameters are retrieved selected from the configuration tab. Data is aggregated and processed across multiple database tables according to the selected parameters. The aggregated data is displayed on the dashboard interface as a series of cards arranged horizontally according to a logical sequence of user interactions. At least one card includes a visualization of the aggregated data that is displayed in a progressive format that enables a user to drill-down into data details of a selected segment of the visualization.