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Glossary

PII detection

Quick answer

Automated scanning that finds personal details, such as names, emails, phone and account numbers, in data.

Tools combine pattern matching with named entity recognition. They are fast but miss unusual formats and context-dependent details.

Detection results drive redaction, with human review of samples to measure what was missed.

Why PII detection matters when licensing company data to AI

PII detection is automated scanning that finds personal details, such as names, emails, phone numbers and account numbers, in business data. Tools combine pattern matching with named entity recognition, which makes them fast but able to miss unusual formats and context-dependent details. Detection results drive redaction, and human review of samples measures what was missed.

  1. 01Your work records
  2. 02Personal details removed
  3. 03You approve the release
  4. 04Licensed to AI developers
How it works with SourceX: Your work records → Personal details removed → You approve the release → Licensed to AI developers.Illustrative

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