DYNAMIC PROVISIONING AND INITIATION OF DATA EXCHANGES BASED ON AGGREGATED CONTEXTUAL INFORMATION

摘要

The disclosed exemplary embodiments include computer-implemented systems,apparatuses, and processes that, among other things, dynamically provision andinitiateexchanges of data between network-connected devices and systems based onaggregated contextual information. For example, a network-connected apparatusmayobtain (i) first data identifying first exchanges of data initiated during afirst temporalinterval, (ii) second data identifying a current parameter value of the firstdataexchanges, and (iii) third data identifying a status of an account involved inthe first dataexchanges. Based on the first, second, and third data, the apparatus maycompute avalue indicative of a probability of an initiation of a second data exchangeinvolving theaccount during a second temporal interval. Further, when the computed value isconsistent with an alert criterion, the apparatus may transmit alert datacharacterizingthe second data exchange to a device for display within an interface.