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.