SYSTEMS AND METHODS FOR VALIDATING THE ACCURACY OF AN AUTHENTICATED, END-TO-END, DIGITAL RESPONSE SYSTEM

Systems and methods for validating the accuracy of an authenticated, end-to-end, digital response system are provided. Methods may include curating a database of training data, including historical profile data and historical interaction data. Profile data may include a name, an identifier, and a se...

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1. Verfasser: Chandrasekar, Ganesh
Format: Patent
Sprache:eng
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Zusammenfassung:Systems and methods for validating the accuracy of an authenticated, end-to-end, digital response system are provided. Methods may include curating a database of training data, including historical profile data and historical interaction data. Profile data may include a name, an identifier, and a set of financial instruments for a plurality of system users. Interaction data may include records of multi-step interactions between the system users and the digital response system. Methods may include generating, via a machine-learning (ML) engine and based on the training data: a test profile including a fictitious name, a fictitious identifier, and a fictitious set of financial instruments; authentication data for the test profile including a username and password that are operational for authenticating the test profile to the digital response system; and a simulated conversation for the test profile including an utterance that is associated with an intended request. Methods may include: initiating a validation session by logging the test profile into the digital response system using the authentication data; feeding the simulated conversation as an input to the digital response system; receiving a response from the digital response system; scoring the accuracy of the response vis-à-vis the intended request; generating an accuracy report based on the accuracy score; and submitting the accuracy report to a system administrator.