Part of Leviathan Platform · standalone license, 14-day trial

Bait-Mask

Replaces real PII in staging databases with mathematically-linked honeytoken values. Relational integrity survives masking — foreign keys and joins still work — and a stolen dump becomes a tripwire instead of a breach.

$3,000/yr, per org — 14-day trial
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What it actually solves

Two real problems with masking staging data.

This keeps happening to real teams, in public: one engineering team's own July 2026 postmortem, "We Leaked PII in Staging," describes building an automated masking pipeline only after the leak — the same problem Bait-Mask solves before it happens.

The naive approach fails

Random fakers break your database

Swap real values for random fake ones and every foreign key, join, and unique constraint that depended on the original data breaks. So teams either skip masking, or mask inconsistently and quietly leave real PII behind.

Deterministic + honeytoken

Same input, same output — and it's a trap

Deterministic replacement keeps relational integrity intact. The replacement values are honeytokens by construction — using one in a real request is the alert, not a log line someone forgot to check. Fail-closed, always: if masking can't be verified, nothing gets written.

Pricing

One flat license. 14-day trial.

Annual
Bait-Mask license
$3,000/yr, per org

Flat. Unlimited environments and seats within your org. Included free for 12 months with a Leviathan Platform pilot.

  • Deterministic, relational-integrity-preserving masking
  • Honeytoken values by construction
  • 14-day trial before you buy
Start a trial →
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