Facilitating verifier integrations in interpreting unknown schemas

Abstract

Disclosed are various approaches for facilitating verifier integrations using computer models. An exemplary system of the present disclosure comprises a computing device comprising a processor and a memory; and machine-readable instructions stored in the memory that, when executed by the processor, cause the computing device to at least: receive an unstructured claim query for a data document from an entity computing device, wherein the data document is structured in accordance with a data document schema; parse the unstructured claim query to identify attributes that are then converted to a machine-understandable representation of the unstructured claim query; prepare, using a predictive model that is trained to understand data documents that are structured in accordance with the data document schema, a query response to the machine-understandable representation of the unstructured claim query by evaluating contents of the data document; and transmit the query response to the entity computing device.