Abstract: Systems and methods are described for applying predefined constructs to data sets to generate visualizations. A server may provide a construct library that includes a plurality of constructs organized into a hierarchical system based on topics associated with financial planning. Each construct includes a predetermined processing method that calculates a construct output based on received input data. The server may receive a selection of a construct, from the construct library, and a data set. The received data set is mapped to the selected construct and applied the selected construct to the mapped data set. The applying may include automatically retrieving the received input data from the mapped data set and calculating the construct output. Furthermore, the server may automatically generate a first visualization based on the construct output. The server may then cause the first visualization to be displayed on a client device.