Abstract: In an illustrative embodiment, an automated system assesses risks associated with real estate entities. The system may include computing systems and devices for extracting data attributes for real estate entities from received source data, and the extracted data attributes may each be associated with a particular data level for a real estate entity. The system can link data attributes in adjacent data levels with unique linkage information and compute metrics for each of the real estate entities from the data attributes where each computed metric may be associated with one of the data levels. The system can assess an amount of risk associated with each of the real estate entities based on the computed metrics and present the assessed amount of risk for one or more real estate entities to a remote computing device of a user responsive to receiving a risk assessment request.

Abstract: A system is disclosed that includes a database and a processor in communication with the database. The processor is configured to maintain a data structure comprising historical value data and historical condition data and receive a query requesting a streamlined process. The processor is further configured to, based on the query, make a first assessment whether a submitted value ratio is within a predetermined range of a modeled value ratio; make a second assessment whether the modeled value ratio exceeds a predetermined maximum; and, based on the first assessment and the second assessment, assign a first flag to the query. The processor is further configured to based on the query, instantiate a condition model by obtaining the historical condition data; assign a second flag to the query; and based on the first flag and the second flag, determine whether to assign the query to the streamlined process.