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vault-engine

Local privacy layer that detects, tokenizes and restores sensitive data pasted into a cloud AI chat.

Desktopfree

vault-engine is a free, open-source local privacy layer that detects, tokenizes and restores sensitive data pasted into a cloud AI chat. Pasting text with sensitive data into a cloud AI model exposes that data to the provider. A zero-dependency local layer that detects, tokenizes and reversibly restores sensitive data around any cloud AI paste, for users pasting sensitive text into cloud AI models.

Categories
data privacyai tooling

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Behind the summary, Matchbox keeps a richer profile of vault-engine - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

  • Problem & pain-point mapping
  • Who we surface it to (audience fit)
  • What it's a strong alternative to
  • Trust & credibility signals

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