VaultStat generates pseudo-individual patient data on cloaked inputs and auto-produces statistical code, so you can build and validate analyses under Untraceable's cloaking method — without any AI model receiving real patient-level data. In development, coming soon.
What VaultStat will do
Statistical work is where confidentiality gets hardest: the data is patient-level, the outputs are scrutinized, and the analysis has to be reproducible. VaultStat brings that work inside the cloak.
- Pseudo-IPD generation — synthesize individual-patient-level data on cloaked inputs, so you can develop and stress-test analyses without touching real records.
- Automated statistical code — produce analysis code you can run, review and validate, generated under Untraceable's quasi-encryption cloaking method.
- Test and validate — confirm analyses behave as expected before you apply them to real data in your own environment.
As with every Untraceable tool, the AI only ever sees cloaks. VaultStat is designed so the confidentiality guarantee extends all the way into statistical analysis — not just drafting.
The cloak underneath
Every Untraceable tool runs on the same patent-pending cloaking engine. Confidential values — PII, PHI, NDA-bound and trade-secret data — are replaced with informative, meaning-preserving cloaks on your own computer, before any AI model sees the text. The model reasons over cloaks and never receives the real value; the truth is re-inserted only on your screen, after the model responds. That is what makes every product on this page safe to point at data you can't share. How cloaking works →
Frequently asked questions
What is VaultStat?
VaultStat is Untraceable's statistical-analysis tool. It generates pseudo-IPD (individual patient data) on cloaked inputs and auto-produces statistical code, so you can test and validate analyses under Untraceable's quasi-encryption cloaking method without exposing real patient-level data to any AI model.
Is VaultStat available yet?
VaultStat is in development and coming soon. You can request early access through the demo form, and we'll bring you in as it opens to pilot users.
How does VaultStat protect patient-level data?
Like every Untraceable tool, VaultStat runs on the cloaking engine: confidential values are cloaked on your own computer before anything reaches an AI model. VaultStat works with pseudo-IPD and cloaked inputs, so the analysis and generated code never depend on the AI receiving a real value.
Want VaultStat when it launches?
VaultStat is in active development. Request early access and we'll bring you in as it opens to pilot users.