
AI & customer data: an ID does not mean anonymous
Replacing a name with a customer ID can leave the person identifiable. Understand pseudonymisation, anonymity & the data an AI task needs.
AI can estimate outcomes, sort information & flag unusual activity. Understand how these systems are tested, what their percentages mean & where a person needs to inspect the evidence.
Showing 1–5 of 5 articles.

Replacing a name with a customer ID can leave the person identifiable. Understand pseudonymisation, anonymity & the data an AI task needs.

An AI assistant can retrieve the wrong policy or misread the right one. Understand the document-search process & how to test each stage.

An AI answer can cite a real document while changing its meaning. Learn how to check the claim, its scope & its source.

A fraud alert can be wrong even when a model’s overall accuracy looks high. A simple example explains the difference.

A confident percentage needs a tested method. Learn how calibration, fresh evidence & bookmaker prices differ.