Abstract: Techniques including a system and method for optical character recognition. The techniques may involve the use of a system. The system may include a plurality of optical character recognition engines configured to process, in parallel, at least one document or portion thereof, and produce output results for each of the optical character recognition engines. The system may include a component adapted to combine the output results of each of the optical character recognition engines and produce a single unified view of the at least one document or portion thereof.

Abstract: The disclosure describes a method including: obtaining a document image containing fields spatially arranged along multiple dimensions; determining first locations within the image, each of the first locations identifying a spatial position in the image of a respective one of the fields; extracting tokens from the fields; generating using a first trained model, based at least on the image, the first locations, and the tokens, first predictions, each first prediction indicating a classification of a respective one of the tokens; generating, using a second trained model, based at least on the image, second predictions identifying second locations, each of the second locations identifying a spatial position in the image of a respective entry of multiple entries, each of the entries including one or more rows of tokens; and linking, according to the first locations and the second locations, each of the tokens to one of the entries.

Abstract: Techniques including a system and method for processing insurance documents are provided. The techniques may involve the use of a system. The system may include a component configured to process a plurality of input document entities. The system may include a routing component configured to process the plurality of input document entities, wherein the routing component is configured to determine one or more workflows for processing at least one of the plurality of document entities. The system may include a workflow management component configured to process the at least one of the plurality of document entities.

Abstract: Techniques including a system and method for analyzing insurance claims. The techniques may involve the use of a system. The system may include a plurality of machine learning models trained on a plurality of insurance loss claim records, the plurality of machine learning models comprising: at least one machine learning model trained on open claims records; and at least one machine learning model trained on closed claims records. The system may include a component configured to predict a loss for a subject insurance claim based on outputs of the at least one machine learning model trained on open claims records and the at least one machine learning model trained on closed claims records.