A device may receive, from sources, data objects identifying values relating to entities for which a risk indicator is to be determined, and may process the data objects to generate an analytical record that identifies relationships between values of different data objects. The device may determine, based on the analytical record, the risk indicator corresponding to one or more entities. The risk indicator may be determined based on at least one of: a comparison between the analytical record and a data structure that identifies expected values of one or more of the data objects; an identification of a group of the entities, and an outlier from the group of the entities based on the analytical record; or an identification of a change in behavior of the one or more entities based on the analytical record. The device may perform an action based on determining the risk indicator.