Replace sensitive data before it reaches an AI vendor

Use any mainstream AI.
Leak nothing.

Use any mainstream AI without exposing confidential data. PrivaLLM Prime detects sensitive information, replaces it with aliases before anything leaves your company, and restores the originals in the response. Set up in minutes, working from day one.

Self-hosted No customer data on our side Set up in minutes No GPU, no cloud
A hand holding the compact PrivaLLM Prime core server, rear ports facing the camera
JohnName001Real values stay local
$10,000Money001
Same protection, with each AI vendor
How it works

One core on your network. Every AI vendor behind it.

Orange is the real data and never leaves your network. Purple is the alias version, which is all an AI vendor ever sees.

1

Intercept

Every message is inspected on your own server before it goes out.

2

Replace

Names, emails, cards, secrets and your own company terms become aliases like Name001.

3

Send

The AI vendor answers using the aliases. It never sees the real values.

4

Restore

The answer comes back and the originals are put in place, so your team reads a normal reply.

Hover or tap an AI vendor to see what it receives.
Real valuesAliases only
Watch it happen

Feel it in real time.

Watch a message travel to the AI vendor and back. See what the vendor receives, what it answers, and what your employee reads in the end.

You typeReal values

The AI vendor receivesAliases only

The AI vendor repliesAliases only

You readRestored

Try it instantly

A simulation with sample data. The real engine, PrivaNER, runs on your own server and understands context too.

Why now

Shadow AI is now in almost half of breaches.

IBM's 2026 Cost of a Data Breach Report, published on 29 July 2026, is the clearest picture yet of what unmanaged AI use costs.

43%

of breached organizations had a shadow-AI incident, up from 20% a year earlier.

$5.39M

average cost of a breach involving shadow AI, up from $4.63M.

68%

of organizations had no AI governance policy.

92%

of those hit by an AI-related breach lacked proper AI access controls.

Source: IBM Cost of a Data Breach Report 2026 (research by Ponemon Institute).

Samsung then banned generative AI tools at work. No cost figure was ever published. Source: Bloomberg, 2 May 2023.
In December 2024 Italy's data protection authority (the Garante) fined OpenAI €15 million. The fine covered several GDPR violations and included a penalty for not reporting that breach.
Shared Claude chats became searchable on Google with the query site:claude.ai/share, including legal advice, code and medical records. Anthropic said shared links are public by user choice. Sources: Cyber Security News, The Next Web.
RULES YOUR AI USE HAS TO FITGDPRNIS2EU AI Act
Market research, 2025

82% said: “exactly what we need.”

We asked 115 companies about the problem and our approach.

PrivaNER detection engine

Production-grade detection, local, on a plain CPU.

Created in Rust, with everything contained in less than 100 MB. No GPU and no cloud.

~30 MB
model size
~70 MB
memory per model copy
~30 ms
for a typical message
95%
precision, improving automatically
No GPU
no cloud
Cross-platform
works in Windows, Linux or Mac
Your rules, too. Add company-specific terms and scenarios on top of the built-in detection.Numbers measured on our own test machine.
How it compares

Different approaches, different trade-offs.

What matters PrivaLLM Prime Cloud DLP servicesSaaS, browser-based Cloud proxiesnetwork gateways Microsoft-ecosystem toolstied to Microsoft 365 Enterprise security suitesenterprise rollout
Runs on your own infrastructureYesNoNoNoPartial
Puts the real values back in the answerYesNoNoNoUnclear
Works with the main AI vendorsYes, 5 vendorsYesPartialPartialYes
Admins can't read the chatsYesUnclearPartialNoUnclear
Setup in about 5 minutesYesPartialUnclearUnclearUnclear

Compared with one representative product in each category, based on public vendor documentation as of October 2026. Details vary by product, so check with each vendor.

Detection is English-firstOther languages are not covered to the same level yet.
Text chat only, in this versionFiles, images and voice are not inspected yet.
Pricing

One annual price for your whole company.

Every plan includes all five AI vendors, the admin dashboard, audit log and company rules. You re-sign each year, and every year brings a new version.

Beta program: 30% off for our first 10 clients
€0
  • All five vendors: ChatGPT, Gemini, Claude, DeepSeek, Perplexity
  • Admin dashboard, audit log and company rules
  • A new version of the whole product every year
  • Set up in minutes on your own infrastructure
PrivaLLM Prime core server

Prefer plug and play? Run PrivaLLM as software on your own server, or add the optional CorePC, a pre-configured mini server. Hardware is priced separately: ask us for the current price.

Prices are per company, per year, excluding VAT. The beta rate applies to the first contract year of the first 10 clients. After that the regular rate applies. Larger deployments are quoted separately. A license is purchased in advance to activate each admin account.

Built by Pentestiverse

Built by people who break AI for a living.

  • Offensive-security background. Penetration testing, LLM Red Teaming and App Red Teaming are what Pentestiverse does every day.
  • Fully self-hosted. No data on our side, so there is nothing of yours for us to lose.
  • Honest limits. We list what it doesn't do yet, because trust comes from knowing that too.
Questions

Straight answers.

Does my data leave my network?

No customer data is stored on our side. PrivaLLM runs on your own server, and the AI vendor only receives the alias version of your messages.

How long does setup take?

About five minutes. PrivaLLM Prime is self-hosted, so you run it on your own infrastructure. Book a call and we will walk you through it.

Which AI vendors are supported?

ChatGPT, Gemini, Claude, DeepSeek and Perplexity. All five are included in every plan.

What if it misses something?

No detection is perfect. PrivaNER reaches about 95% precision and keeps improving, and you can add your own company terms and rules so your specific secrets are always caught.

Can my admins read my employees' chats?

No. Admins see what was caught and by which rule, never the chat itself.

Which languages and formats work?

Detection is English-first, and this version covers text chat only. Other languages and formats are on our roadmap.

How does the contract work?

An annual license for the current version, re-signed each year. The first 10 clients get 30% off their first year.

Does it need a GPU or the cloud?

No. The detection model is about 30 MB, runs on a plain CPU and processes a typical message in about 30 ms.

Let your team use AI. Keep your data yours.

Book a 15-minute demo. We'll show you exactly what gets caught, live, on your own data.