Guide

Protect Sensitive Data Without Breaking AI Workflows

Give each step of an AI workflow the data it needs, with questions to ask before production.

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What's inside

  • Why sensitive data goes beyond PII
  • How to protect data without removing what the task needs
  • Why agents need more than a prompt filter
  • Privacy as a shared service: project policies and tenant isolation
  • One workflow, different views of the data
  • An evaluation checklist
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More resources

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Datasheet

DeepSight PII and PHI Detection Datasheet

How DeepSight identifies sensitive data by meaning, with results from Protecto’s internal test across five multilingual input sets.
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Datasheet

Protecto Privacy Vault Datasheet

How Privacy Vault finds sensitive data, replaces it with context-preserving tokens and restores permitted values under policy.
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Benchmark

PII and PHI Identification in Unstructured Text

A quantitative benchmark by UT Dallas and DataXpert.
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