Abstract: A healthcare system accommodates spasmodic clinical workflows for populating a records database associated with a surgical platform or other digital healthcare platform. An interoperability engine receives data streams including events from various electronic health records systems that provide data events according to varying format, order, and timing dependent on their corresponding clinical workflows. The interoperability engine maps indeterminate events to expected events associated with a clinical workflow based on a clinical workflow management file, an industry standard model, a general parsing model, or a combination thereof. The interoperability engine may furthermore detect non-compliance of received events and may generate feedback indicative of a compliance assessment.

Abstract: In some embodiments, the instant invention provides for a computer-implemented method that includes steps of: receiving data feeds associated with healthcare-related entities, where a data schema of each data feed is unknown prior to the receipt; automatically determining, in real-time, for each entity, at least: a first type data fragment identifying an identifier associated with the entity and ii) second type data fragments containing items of information about the entity; automatically storing the entity information across distributed non-relational computer databases, by: creating, each time, records, where each record includes a row with columns, where the row is associated with the first identifier and where each column of the row has: 1) a name composed of a hierarchical path to a content of each column and 2) the item of information of the second type data fragment; and determining a verified record of the entity at a particular time.