Ethics & Privacy

PII and data minimization

PII is personally identifiable data, and data minimization means passing into an AI scenario only what the answer and the measurement actually require.

How to use the term

What to read alongside

This term is worth reading together with the neighbouring concepts in its section and the Gravity AI launch scenarios it belongs to.

Glossary section

The risks that surface during internal review and the move to production: accuracy of answers, security and how customer data is handled.

What it is

A practical definition

PII is personally identifiable data, and data minimization means passing into an AI scenario only what the answer and the measurement actually require.

Example in ecommerce

For a shopping assistant that can mean separating behavioral signals from identifying data and controlling what reaches logs and external models.

Business impact

Helps clear internal reviews, lowers legal risk and simplifies rollout in enterprise eCommerce.

Need a working scenario for your catalog, not just a dictionary?

We will show which scenario to start with, how to tie it to metrics and where measurable results come fastest.