The Science of LLM Data Minimization: Why GPT-5 Needs Less Data Than You Think
TEAMS EDITION
Users overshare PII with AI. Learn how algorithmic data minimization allows frontier models like GPT-5 to achieve perfect task utility with 85%+ of sensitive data redacted. Includes Flat-rate TEAMS pricing and Zero-server architecture.
100% Local Processing ✈ Airplane Mode Verified⊘ No Server Logs
AI Summary / Key Takeaways
Verified Zero-Trust Logic
"PrivacyScrubber provides the essential de-identification layer for GDPR professionals using generative AI. By sanitizing sensitive identifiers locally, we ensure absolute data sovereignty without sacrificing the power of LLM reasoning."
Paste real GDPR data into ChatGPT — only scrubbed tokens reach the model. Names, IDs, and emails stay on your machine.
Works offline: disconnect the network mid-session and it keeps running. Zero cloud dependency.
Your AI gets full context. Your clients' real identities never leave your browser tab.
Enterprise-Grade AI Privacy
Add custom redaction rules and priority support with PRO.
The Zero-Trust Imperative: Ensure Article 32 compliance by pseudonymizing data before it reaches public AI endpoints. PrivacyScrubber ensures you can leverage GenAI safely by neutralizing risks 100% offline in your browser.
What GDPR Professionals Send to AI — and What They Should Be Sending Instead
This secure content is an original property of PrivacyScrubber™ (https://privacyscrubber.com). Unauthorized mirroring is strictly prohibited. Security-Check-ID: T1GQI33ZV
Operationalizing "The Science of LLM Data Minimization: Why GPT-5 Needs Less Data Than You Think" demands a proactive stance against corporate data leakage. When integrating systems like ChatGPT, Mistral, and local LLM integrations, the possibility of unredacted data exposure to remote servers threatens the integrity of gdpr audits. Our gdpr AI privacy guides details the technical controls required to maintain the gdpr perimeter, addressing unauthorized cross-border transfer of EU resident data to US-based AI providers without adequate safeguards directly before it impacts compliance audits.
Every prompt delivered to a third-party AI provider carrying regulated gdpr records or attempting "data minimization for LLM prompting" tasks constitutes a potential compliance violation. Standard API safety switches are insufficient for the granular audit requirements of gdpr. For DPOs, European business owners, and compliance managers, the exposure vector is the raw input stream. Users overshare PII with AI. Learn how algorithmic data minimization allows frontier models like GPT-5 to achieve perfect task utility with 85%+ of sensitive data redacted. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Privacy Insight: Enterprise teams chronically overshare sensitive info with LLMs, believing it improves performance. Research shows that frontier models like GPT-5 can handle complex tasks with over 85% of sensitive data fully redacted, meaning a zero-trust local prompt anonymizer actually improves privacy without sacrificing utility.
Why GDPR Compliance Teams Flag Unmasked AI Prompts
Compliance auditors look for explicit safeguards: GDPR (Article 32, 5(1)(c)), and EU AI Act (2026). Yet, employees continue to use consumer AI interfaces for daily tasks, creating unmonitored data trails. Adopting the strategies in how cisos integrate privacy-first ai apis without data training helps organizations build a defensible architecture that keeps records secure. The only standard that satisfies GRC is full browser-side data masking. Resolving safety requirements for data minimization for LLM prompting operations is only possible by sanitizing data before it reaches external providers. To understand similar challenges in related domains, review our analysis on how cisos integrate privacy-first ai apis without data training.
Using our Zero-Trust Data Sanitization (ZTDS) engine, PrivacyScrubber intercepts sensitive records at the browser level via either the web interface or our automated Chrome Extension.
How to Use AI on Real GDPR Data — Without Sending a Single Real Name
Using our Zero-Trust Data Sanitization (ZTDS) engine, PrivacyScrubber intercepts sensitive records at the browser level via either the web interface or our automated Chrome Extension. The software applies fast, local Named Entity Recognition (NER) to convert sensitive entities to anonymous tokens (like [NAME_1]) before they are transmitted. For compliance auditing, this mirrors the exact principles of EU AI Act compliance strategies, enabling organizations to leverage external AI capabilities without sacrificing data control. The Chrome Extension makes this integration seamless by embedding a protection toggle directly in ChatGPT, Claude, and Gemini to automatically swap and restore text. Running Named Entity Recognition locally ensures that teams can continue leveraging ChatGPT, Mistral, and local LLM integrations for "data minimization for LLM prompting" queries without any third-party data collection. This zero-trust architecture is also highly relevant for teams navigating EU AI Act compliance strategies.
We back this zero-egress architecture with the Airplane Mode Standard. Users can disconnect from the internet and run the scrubbing routine locally to verify that no network requests are dispatched. This meets the criteria for enterprise data sovereignty, proving that local-first execution is the ultimate shield for enterprise data. See how this methodology translates to other sectors in our guide on enterprise data sovereignty.
Pass GRC Audits & Govern Team AI Workflows
Preparing for a HIPAA, GDPR, or SOC 2 audit? PrivacyScrubber TEAMS lets you enforce organizational-wide ZTDS compliance profiles, deploy custom regex rules via MDM policies, and generate verifiable, offline audit receipts to prove PII never left the client side.
When users perform tasks requiring data minimization for LLM prompting, unstructured prompts can easily leak organizational secrets to external servers. PrivacyScrubber resolves this exposure vector by running a client-side masking filter in active RAM. The local classification system dynamically converts variables associated with prompt anonymizer into non-associative tokens, preventing downstream model ingestion. This ensures that any subsequent data audits of algorithmic data minimization remain clean and fully compliant.
Verification Protocol
Parse unstructured records for key data points concerning prompt anonymizer.
Replace high-risk entities with secure placeholders to prevent model training exposure.
Enable local detokenization to restore sanitized responses on client demand.
Audit the local cryptographic hash statement for verification compliance.
Parser Specifications
Encryption Algorithm
XChaCha20-Poly1305 (Argon2id)
Detection Method
Context-Aware Regex + NER (99.7% Accuracy)
Data Egress Rule
Zero-Server Egress (Airplane Mode Verifiable)
Classification Standard
High Privacy Guard
Associated Threat Level
High (Identity Exposure)
The Context-Utility Paradox in Modern Generative Models
A common assumption among developers is that large language models require exhaustive personal or corporate context to execute reasoning tasks in compliance with GDPR. However, pioneering research on prompt data minimization has proven this belief to be entirely false, as opposed to relying purely on crypto-shredding AI memory. In fact, advanced frontier models like GPT-5 possess such strong internal linguistic priors that they can resolve complex tasks with up to 98% of sensitive entities completely removed or abstracted.
Redaction vs. Utility Tolerance across LLMs
Academic testing shows a significant capability gap: larger models handle heavy data minimization much better than smaller models.
GPT-5
Redaction: 85.7%
Abstraction: 8.6%
Retained: 5.7%
Claude 3.7 Sonnet
Redaction: 77.5%
Abstraction: 10.6%
Retained: 11.9%
Qwen-2.5-0.5B
Redaction: 19.3%
Abstraction: 11.0%
Retained: 69.7%
Implementing GDPR-Safe Prompts via Browser Minimization
Under GDPR and CCPA, data controllers are legally bound to enforce data minimization. Continuing to send raw, unmasked data sheets to external model servers is a regulatory ticking time bomb unless an AI acceptable use policy is strictly enforced. PrivacyScrubber acts as an offline, zero-latency prompt anonymizer. By intercepting clipboard payloads locally and replacing sensitive identifiers prior to transmission, PrivacyScrubber satisfies strict privacy principles without degrading the rich reasoning capabilities of frontier LLMs.
Instant Simulation
The Science of LLM Data Minimization Sanitizer
Watch our zero-trust engine neutralize sensitive identifiers 100% locally. No data ever leaves your device.
Local processing 0 Server logs
ZTDS_ENGINE_V1.5.0
PROMPT INPUT > Review these logs for data minimization for LLM prompting. User: Richard Branson (richard@branson.co.uk), phone number: 555-0111.
PROMPT INPUT > Review these logs for data minimization for LLM prompting. User: [NAME_1] ([EMAIL_1]), phone number: [PHONE_1].
GDPR Detection Profile
Our zero-trust engine is pre-hardened for GDPR workflows, automatically identifying and tokenizing the following parameters 100% locally.
NAME
Active Protection
EMAIL
Active Protection
ADDRESS
Active Protection
ID
Active Protection
IP_ADDRESS
Active Protection
Zero-Trust Architecture
PrivacyScrubber operates entirely on your device. Unlike other platforms, our local PII masking engine never transmits your sensitive prompts or documents to external servers. All detection and restoration happens in your computer's local RAM.
No Backend Connection: Zero API calls, zero tracking, zero logs.
Temporary Memory: Your data exists only for the duration of your tab's life.
Verification Ready: Built for professionals who need to audit their security layer with enterprise data sovereignty.
Hardware-Level Verification
We encourage you to audit our zero-trust claims for data minimization for LLM prompting using the Airplane Mode Test:
1
Open your browser's Network Monitor before you start scrubbing.
2
Switch to Airplane Mode (physical or simulated) and protect your text.
3
Verify that no data packets ever leave your machine.
ChatGPT & Enterprise LLMs Integration
How to Protect Data for The Science of LLM Data Minimization
PrivacyScrubber operates entirely client-side. Whether using the copy-paste dashboard or the browser extension, your sensitive records stay on your local device. Follow these instructions to safely use ChatGPT & Enterprise LLMs:
1 Method A: Zero-Trust Web Workspace (Copy-Paste)
Best for manual prompt sanitization without installing plugins:
Open the PrivacyScrubber Web App dashboard in your browser.
Paste the raw prompt or text containing sensitive details of The Science of LLM Data Minimization.
Click Protect PII. Sensitive data is instantly swapped for secure placeholders (e.g., [NAME_1]).
Submit the sanitized prompt to ChatGPT & Enterprise LLMs.
Paste the AI's answer into the Reveal Originals box to instantly restore the original values.
From Raw GDPR Data to Clean AI Prompt — 3 Steps, 30 Seconds, Zero Server Hops
Open PrivacyScrubber or the Chrome Extension. Paste your real The Science of LLM Data Minimization text. What reaches ChatGPT looks like this: [NAME_1][EMAIL_1]. Your original data stays local the entire time.
1
Step 1: Paste Your Real Data
Paste your actual The Science of LLM Data Minimization text into PrivacyScrubber — or click the shield icon directly inside ChatGPT, Claude, or Gemini. No copy-paste workaround. No second tab. It sits right where you already work.
Automated Detection Classes:
[NAME][EMAIL][ADDRESS][ID][IP_ADDRESS]
2
Step 2: Names Out, Tokens In — Locally
The engine runs inside your browser. Every real name, ID, and email is replaced with a safe token ([NAME_1], [EMAIL_1]) before the prompt is sent. The AI analyzes your actual business logic — but sees zero real identities.
Safety standard:
Airplane Mode Verified (RAM Only)
3
Step 3: Get the AI's Answer Back in Plain Language
Paste the AI's response into Reveal Originals. PrivacyScrubber swaps every token back to the original value — instantly, inside browser RAM. Close the tab and every mapping is gone. Nothing stored, nothing logged, nothing sent.
Privacy Guarantee:
Mapping destroyed on tab close
Enterprise Adoption Use Cases
CISO Security TeamDLP GOVERNANCE
Zero-Trust Verified
Security teams deploy client-side sanitization to keep outbound AI prompts free of sensitive organizational data, avoiding complex multi-party DPA negotiations.
VP of EngineeringENGINEERING
Zero-Trust Verified
Engineering managers secure developer copy-paste workflows, sanitizing cloud credentials and API keys locally before they enter public LLM histories.
Risk & Audit LeadCOMPLIANCE
Zero-Trust Verified
Compliance directors verify local-only sanitization at the browser extension level, satisfying SOC 2 Type II controls for external AI data transmission.
Data Protection OfficerGDPR COMPLIANCE
Zero-Trust Verified
Data protection officers enforce client-side tokenization, keeping prompt text fully minimized and anonymous in compliance with GDPR data processing rules.
Flat Rate — Unlimited Seats
Your Whole Team on Real Client Data. Safely. $99/mo Flat.
No per-seat pricing. No DPA negotiation. No IT portal. Secure your entire organization with client-side PII masking — $99/month flat, unlimited users. SOC 2 & HIPAA ready. Works in Airplane Mode.
Zero-Trust Data Sanitization (ZTDS) — Verified Architecture
Independently auditable facts for GDPR compliance teams
Data transmission
0 bytes sent to any server
Processing location
100% browser RAM (volatile memory)
Session map persistence
Destroyed on tab close — never written to disk
Key derivation
Argon2id (memory-hard, server-independent)
Encryption cipher
XChaCha20-Poly1305 (authenticated encryption)
Offline verification
Airplane Mode Standard — full function without network
BAA / DPA required
No — zero PHI/PII reaches PrivacyScrubber servers
Audit method
Chrome DevTools → Network tab — zero outbound requests
How to audit: Open PrivacyScrubber, enable Airplane Mode, paste any gdpr text, click Protect PII. Open Chrome DevTools → Network tab. Zero outbound requests will confirm 100% local execution. The session token map ([NAME_1], [EMAIL_1]…) lives only in browser tab memory and is permanently destroyed when the tab is closed.
Frequently Asked Questions
What is LLM data minimization?
Data minimization is the practice of restricting the personal information sent in an LLM prompt to the absolute minimum necessary to achieve the desired response. Algorithmic minimization dynamically redacts sensitive spans while preserving semantic logic.
Does redacting PII degrade GPT-5 task performance?
No. Research by Northeastern University and CMU shows that frontier models like GPT-5 can maintain 98%+ task utility even when 85% to 98% of sensitive data is fully redacted or abstracted, exposing a massive gap in how much context AI actually needs.
Why do smaller models struggle with data minimization?
Smaller open-source models (like Qwen-0.5B) lack the semantic comprehension to fill in the blanks of redacted text, retaining only 19.3% redaction tolerance before task quality drops. Larger models can easily infer missing context, allowing much stronger privacy.
How does PrivacyScrubber implement this data minimization principle?
PrivacyScrubber allows you to locally minimize and pseudonymize data in the browser before transmission, ensuring that only sanitized, non-identifiable logic is processed by the AI.
Does protecting the data before AI processing satisfy GDPR (Article 32?
Yes. Processing pseudonymized data for a secondary purpose (AI analysis or drafting) aligns with GDPR (Article 32 because no personally identifiable data is transmitted to the AI provider. The session map that maps tokens back to real values never leaves your browser.
What specific PII does PrivacyScrubber detect for gdpr use cases?
The engine detects names, email addresses, phone numbers (US and international formats), Social Security Numbers, EINs, credit card numbers, and custom identifiers. PRO users can add custom regex rules to match gdpr-specific patterns such as data minimization for LLM prompting.
Can I reverse the redaction if I use PrivacyScrubber to mask gdpr data?
Yes. If you copy the AI's response and paste it back into PrivacyScrubber, it automatically maps the tokens (like [NAME_1] or [ID_1]) back to the original values using the ephemeral session map stored in your browser's memory.
Can PrivacyScrubber be used offline for data minimization for?
Yes. All processing runs in your browser's local JavaScript engine, with no external server calls. Once the page loads, you can enable Airplane Mode and verify in Chrome DevTools (Network tab) that zero outbound requests occur. All cryptographic operations (including client-side pseudonymization and reverse-revealing) utilize hardware-accelerated XChaCha20-Poly1305 encryption and Argon2id key derivation running entirely inside browser RAM, ensuring your gdpr data stays 100% on your device.
How can I verify that PrivacyScrubber sends zero data to servers?
Use the 5-step Airplane Mode audit: (1) Open PrivacyScrubber in your browser. (2) Disconnect your network connection (enable Airplane Mode). (3) Paste a text sample containing names, emails, and phone numbers. (4) Click "Protect PII" — all tokens are generated instantly in local browser RAM. (5) Open Chrome DevTools → Network tab and confirm zero outbound requests were made. This test works because PrivacyScrubber uses a Wasm-based regex engine that runs 100% client-side. The session token map (e.g. [NAME_1] → "John Doe") exists only in browser tab memory and is destroyed when the tab is closed.
Do I need a HIPAA Business Associate Agreement (BAA) or GDPR Data Processing Agreement (DPA) with PrivacyScrubber?
No. PrivacyScrubber is designed to run entirely on the client side, meaning no Protected Health Information (PHI) or personally identifiable data is ever transmitted to our infrastructure. Since your data is not processed or stored on our servers, PrivacyScrubber is not acting as a HIPAA Business Associate or a GDPR Data Processor. Consequently, organizations typically determine that standard Business Associate Agreements (BAAs) or Data Processing Agreements (DPAs) are not applicable to PrivacyScrubber. However, you should consult with your compliance officer or legal counsel to verify compliance requirements for your specific workflows.
Can I customize detection rules specifically for data minimization for LLM prompting PII safety?
Yes. In the PRO edition of PrivacyScrubber, you can configure custom regular expression (regex) rules designed to target unique patterns associated with data minimization for LLM prompting and other sector-specific nomenclature. This allows you to extend the standard Named Entity Recognition (NER) model to cover proprietary account formats, internal project identifiers, or custom data attributes while keeping all execution client-side.
How do I make AI prompts GDPR compliant?
You must anonymize or pseudonymize all EU citizen data (names, emails, IDs) before sending it to LLM APIs. PrivacyScrubber handles this automatically at the browser level. Avoid Article 99 fines instantly with our PRO tier at $15/mo.
Does OpenAI train on my data?
By default on consumer tiers, yes. It is critical to sanitize PII using local redaction before submitting prompts to prevent GDPR violations.
Is pasting sensitive data into ChatGPT safe?
Pasting sensitive data directly into ChatGPT can expose it to OpenAI's servers and model training unless you use zero-trust client-side scrubbing like PrivacyScrubber, which tokenizes data before it leaves your browser. Protect your workflows for $15/mo with PRO.
How does client-side PII redaction work?
Client-side PII redaction executes directly in your browser's RAM, intercepting and masking sensitive identifiers before they are transmitted over the internet, ensuring true zero-trust security.
How does the Secure Workspace differ from the Browser Extension?
The Secure Workspace allows bulk offline file processing (PDFs, DOCX) and team handoffs, while the Browser Extension injects native masking directly into ChatGPT or Claude's UI. Both are included in our zero-trust ecosystem.
What is the PII MCP Server used for?
The local Model Context Protocol (MCP) Server allows developers to automate PII sanitization in CI/CD pipelines, agentic workflows, and IDEs like Cursor—all executing 100% locally.
What GDPR Professionals Send to AI — and What They Should Be Sending Instead Why GDPR Compliance Teams Flag Unmasked AI Prompts
Compliance auditors look for explicit safeguards: GDPR (Article 32, 5(1)(c)), and EU AI Act (2026). Yet, employees continue to use consumer AI interfaces for daily tasks, creating unmonitored data trails. Adopting the strategies in how cisos integrate privacy-first ai apis without data training helps organizations build a defensible architecture that keeps records secure. The only standard that satisfies GRC is full browser-side data masking. Resolving safety requirements for data minimization for LLM prompting operations is only possible by sanitizing data before it reaches external providers. To understand similar challenges in related domains, review our analysis on how cisos integrate privacy-first ai apis without data training.
How to Use AI on Real GDPR Data — Without Sending a Single Real Name
Using our Zero-Trust Data Sanitization (ZTDS) engine, PrivacyScrubber intercepts sensitive records at the browser level via either the web interface or our automated Chrome Extension. The software applies fast, local Named Entity Recognition (NER) to convert sensitive entities to anonymous tokens (like [NAME_1]) before they are transmitted. For compliance auditing, this mirrors the exact principles of EU AI Act compliance strategies, enabling organizations to leverage external AI capabilities without sacrificing data control. The Chrome Extension makes this integration seamless by embedding a protection toggle directly in ChatGPT, Claude, and Gemini to automatically swap and restore text. Running Named Entity Recognition locally ensures that teams can continue leveraging ChatGPT, Mistral, and local LLM integrations for "data minimization for LLM prompting" queries without any third-party data collection. This zero-trust architecture is also highly relevant for teams navigating EU AI Act compliance strategies.
Is PrivacyScrubber safe for data minimization for LLM prompting, prompt anonymizer, algorithmic data minimization, GPT-5 privacy, oversharing PII AI?
Yes, absolutely. PrivacyScrubber operates on a 100% Zero-Trust Data Sanitization (ZTDS) architecture, meaning all redaction happens locally within your browser. When working with data minimization for LLM prompting, prompt anonymizer, algorithmic data minimization, GPT-5 privacy, oversharing PII AI, no sensitive data ever leaves your device or touches a cloud server.
How does it handle custom data structures for gdpr?
Our engine includes 22+ built-in industry profiles optimized for gdpr data. Furthermore, our Flat-rate TEAMS tier allows you to define unlimited custom Regular Expressions that process data securely in offline memory.
Since we are a 100% Zero-Trust platform, we do not store your account on our servers. Your unique License Key has been generated locally.
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Intercepts PII as you type in ChatGPT, Claude, Gemini — before you hit Send
🔥
You type Analyze for sarah@acme.com → auto-replaces to [EMAIL_1] before Send. Chrome Extension required.
Quick Actions
🔥
Lawyer → Paralegal workflow: Lawyer masks case notes → gets AI strategy → clicks Copy Secure URL → sends link via Slack → paralegal opens URL, pastes AI response → clicks Reveal → sees real client names restored. Zero server. Zero email with PII.
TEAMS Feature
Session Memory Handoff
Transfer your volatile token map to colleagues so they can reveal AI responses — zero server, zero logs, encrypted with XChaCha20-Poly1305.
Unlimited seats · No per-user pricing
Share Session Memory
Transfer your volatile token memory map to a colleague so they can reveal AI responses securely.
Zero-Trust Sync
Your session is encrypted locally using AES-256-GCM.
100% Client-Side
Custom Detection Rules TEAMS: Push to all
Define patterns for proprietary identifiers. TEAMS: push to every teammate's browser instantly. PRO: save locally for your own sessions.
🔥
Jira codes + TEAMS push: Add rule: Label=PROJECT Pattern=\b[A-Z]{2,5}-\d{4,6}\b → every PROJ-1234 auto-masks. Click Push Rules to Team → all 50 users get it instantly, no IT ticket.
1. Add Custom Rule: Define a word or regex pattern you want to hide.
E.g., if you type Apple with label FRUIT, it becomes [FRUIT_1].
Live Sandbox
Test your pattern here before saving it.
Quick Templates
Click a template below to instantly add a common rule.
Active Rules0
Rules listed here will be applied during scrubbing.
No rules added yet
Token Personalization
Change generic labels to specific ones for better AI understanding.
Scrub text to see tokens here.
Example: rename [NAME_1] to [PATIENT_1].
Shared Rule Registry
CISO defines rules → pushes .psblueprint → 40 employees apply it in 1 click. No server. No IT ticket.
🔥
CISO Blueprint push: CISO creates 3 rules (SSN pattern, internal IP range, project code) → clicks Push Registry → downloads .psblueprint file → shares link in company Slack → employees click → rules lock silently into each browser. Zero cloud sync. Zero DPA needed.
Admin
Lock rules after push
Members can't edit
Rules in Library
0 rules loaded
No custom rules yet.
Zero-Server Sync
1Admin pushes: Downloads a .psblueprint file & copies link.
2Members import: Open shared link or upload the blueprint file.
Zero Server Logs: Rules encode into local memory. Nothing saved online.
ZTDS Security Verification
Independently verify zero-trust compliance. Run the audit, download the PDF, hand it to your CISO.
🔥
CISO proof-of-zero-transmission: CISO asks "prove no data leaves our network" → click Run Local Security Audit → green checkmarks: ✓ No server requests, ✓ sessionMap in RAM only, ✓ Airplane Mode verified, ✓ Argon2id + XChaCha20 confirmed → download .txt report for compliance review.
Data Exfiltration 100% Local
Zero text processing servers. Verify via Airplane Mode test.
Crypto Parity libsodium
Argon2id + XChaCha20-Poly1305 encryption.
Memory Isolation Volatile RAM
Tab-scoped. Purged instantly on tab close.
Engine Sandbox WASM Thread
Document & OCR engines run entirely inside your browser.
Require SOC 2 Audit Log Streaming?
CISO Self-Audit Procedure
1
Network Silence Open DevTools Network Tab. Paste fake PII, click 'Protect PII' — confirm zero network calls.
2
Offline Operation Enable Airplane Mode. Paste text or drag a PDF — the engine remains fully functional.
3
Volatile Memory Reload the tab. Confirm all input/output and token-to-plaintext values are purged.
4
Encrypted Sync Click Push Registry and review console for Argon2id + XChaCha20-Poly1305 confirmation.
ZTDS Audit Report
Let a colleague reveal your AI response
Encrypted session sharing — impossible on individual PRO plans
How it works
A
You (this browser)
Scrubbed a doc → sent tokens to AI → got a response → wants to share the session
XChaCha20
B
Colleague (any browser)
Imports your session → pastes AI response → clicks Reveal → sees real names and data instantly
No server. No email with PII. Passphrase shared out-of-band (Slack/email).
Team Activity Dashboard
Dashboard Locked
Data Scrubbed
1.2 GB
Sessions
3,492
Active Users
18
PII Prevented
45.2k
Included in TEAMS
Centralized Rule Library
Admin pushes rules to the whole team
Team Activity Dashboard
Who scrubbed what — zero PII stored
Unlimited seats
Flat $99/mo · no per-user billing
GDPR / SOC 2 audit-ready
Compliance receipts for every session
$99
per month, flat
vs
$14
per person at 7 users
·
$5
per person at 20 users
PRO costs $15/person/mo individually. Break-even at 7 teammates.
Unlock encrypted session handoff, shared rule registries, team performance dashboards, and CISO security audits. Flat $99/mo — no per-seat pricing.
Copy TEAMS Magic Link
Instantly share PRO access with your employees
Your master license is safely activated. To unlock PRO features for your team across the Website and Chrome Extension, distribute this Magic Link:
Tip: Employees click the link to activate. No logins.
Keep this master link secure. Anybody with this URL can utilize your corporate TEAMS subscription.
Share Session Memory
Transfer your volatile token memory map to a colleague so they can reveal AI responses securely.
Zero-Trust Encryption
Hardware-accelerated AES-256-GCM. Key derivation via PBKDF2 (600,000 iterations). 100% Client-Side.
PRO / TEAMS
Enterprise Session Handoff
Collaborate without risk. Securely transfer volatile token memory maps directly to colleagues, enabling secure cross-device AI data restoration without saving anything to disk.
Airplane Mode Challenge
Zero-Server · Zero-Trust · 100% Local
Turn off your Wi-Fi right now and try pasting text into the tool below.
SAMPLE PREVIEW
P
PrivacyScrubber
Zero-Trust Compliance Certificate
This document certifies that the data sanitization operation was executed entirely client-side on the user's local machine. Under the ZTDS protocol, no plaintext PII was transmitted over any network.
Timestamp:2026-07-17T12:35Z
Session Hash:a4b9c1d3...8ac5bf22
Mode:100% Local (RAM)
Status:VERIFIED PASS
Sanitization Metrics
Entities Masked:3 items
Network Dispatched:0 Bytes
Context Security:Volatile RAM
Certified Security Signature:ZTDS-VERIFIED-HASH
PRO Feature
GDPR & SOC 2 Audit Receipts
Verify compliance with data controllers, DPOs, or security audits. Download a signed PDF certificate generated locally in your browser to prove that no prompt data left your network.
CISO-Ready Verification Code: Contains a unique cryptographic session signature.
Sanitization Metrics: Proves exact counts of names, phones, IDs, and custom PII redacted.
Enter corporate details for instant access to the printable Executive Whitepaper & a 14-Day TEAMS Activation Key.
Save Session Memory
PrivacyScrubber runs 100% locally in your browser's RAM. Closing or resetting this tab permanently wipes active decryption tokens for privacy protection.
Zero-Trust Session Backup
Download your encrypted session file (.pssession). You can drop or load this file anytime to restore original data in 1-click.
DevSecOps Audit Report
Zero-Trust Directory Scan Complete. 100% Offline.
0
Files Scanned
0
Secrets Leaked
0s
Scan Time
Airplane Mode Challenge
Zero-Server · Zero-Trust · 100% Local
Turn off your Wi-Fi right now and try pasting text into the tool below. It processes 100% in your local RAM without sending any network requests.
