A system is provided for updating an aggregate value used to generate a display on a client device. The system can include a server device including a processor and a memory, the memory including instructions executable by the processor to: generate the aggregate value based on a set of records stored in a database; generate a metadata record that includes values based on the set of records used to generate the aggregate value; identify a change to the set of records; determine whether the change will affect a validity of the aggregate value; generate an updated aggregate value based on the change and a metadata record; update the metadata record to include values based on the change; and communicate the updated aggregate value to the client device.