Format-preserving encryption that lets AI models reason about your data without ever seeing it. The model works. Your data stays home.
How it works
Real data encrypted to format-preserving fakes. Names become names. Numbers stay numbers. Structure preserved.
The AI model works with structurally valid data it thinks is real. It reasons, decides, responds. All with fake data.
Response decrypted back to real values before reaching the user. The model never knew. The user sees real data.
Features
Account numbers become valid-looking account numbers. Names become real names. IDs stay the right length. The AI cannot tell the difference.
Each company sets a secret salt. Same data, same salt, same encrypted output every time. Consistent avatars across every conversation.
Unlike masking, encryption is two-way. The response comes back with real values. Nothing is lost. Nothing is destroyed.
No data stored. No mapping tables. The salt does all the work. Veil is a proxy, not a database.
Be among the first to use Veil. Free during early access.