Redact, hash, mask or replace sensitive columns with realistic fakes — per column, with PII auto-detected. Because it's local-first, the data you're scrubbing never leaves your browser.
Sharing a dataset but it has emails, names and IDs? This detects likely PII and lets you pick a strategy per column — redact, deterministically hash, mask, or swap for realistic fakes — entirely in your browser.
Columns are classified and likely PII (email, phone, name, ID) is pre-set to a sensible strategy.
Keep, redact, hash (consistent token), mask (partial), or fake (realistic replacement).
Get the anonymized CSV. Hashing is deterministic, so joins on hashed keys still work.
Scrubbing PII is exactly when you don't want an upload — and this never uploads.
Email, phone, name and ID columns are recognized and pre-set so you start safe.
Keep, redact, hash, mask or fake — chosen per column to fit what you're sharing.
The same value always hashes to the same token, so relationships and joins survive anonymization.
All transformation happens in your browser — the whole reason a privacy tool should be local-first.