Navigating Utterances

Overview

In certain instances, confidential data may be spread across multiple utterances or repeated back for verification. When this happens, NLP models face challenges in accurately identifying the correct type of information, potentially leading to data leakage.

Best Case Scenario

On rare occasions, important data such as a social security number is easily identified and labeled correctly.

Simple Example

The Norm

In most cases, the social security number is broken up across utterances. When this occurs, RedaXion's advanced processing capabilities ensures that data is properly redacted.

Complex Example