Reference scenarios

How PrivoNest can fit into real application patterns

AI Startup Prompt Privacy

A small AI SaaS uses the Guard so names, emails and regional IDs are aliased before its selected LLM provider.

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Multilingual Fintech Intake

A fintech intake flow protects mixed Urdu/English, Arabic/English or other supported-language customer text before analysis.

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Document De-identification

A document workflow routes PDF/DOCX/XLSX/image/email inputs through supported file processors before downstream review.

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