Identify and obfuscate sensitive data before ingesting to generative ai engines

Abstract

An approach is provided that identifies a sensitive data in a request to an artificial intelligence (AI) engine. In one embodiment, the identifying further includes: translating the request from one natural language to other natural languages, thus creating translated requests, comparing fields in the first natural language to fields in the other natural languages with the comparing resulting in some untranslated fields that are treated as the sensitive data. The approach further includes creating an obfuscated request by obfuscating the sensitive data identified in the request before the obfuscated request is transmitted to the AI engine.