Why it matters
PII detection prevents privacy incidents. GDPR + CCPA require handling.
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The architecture
Regex + NER for PII types.
Redact before logging.
Block on output.
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How it works end to end
Presidio open source.
Nightfall commercial.
NER for names/addresses.