Your data stays private
How anonymization works.
The AI works on anonymized data. Real names, emails, and phone numbers are swapped for realistic stand-ins before they ever reach the model. Here’s what that means in practice.
Names, emails, phone numbers, addresses — found and replaced with realistic stand-ins before anything reaches the AI. The model only ever sees the stand-ins.
Worst case, a breach reaches the anonymized version. No real name, no real number — nothing real for anyone to take.
The link between your real data and the stand-ins lasts one request, then it’s deleted. Only anonymized data is ever processed.
Canadian SINs, US SSNs, European IDs — detection recognizes the identifiers that matter where you are.
It errs toward over-masking — it would rather mask one extra word than miss a single personal detail.
Self-host and none of it leaves your machine in the first place. Privacy is a tier, not a fork.