Introduction
Privacy-First AI on Solana
zkPrivacy AI is a decentralized privacy layer for large language models. Every time you send a prompt to an AI — ChatGPT, Claude, Gemini, or any other — your raw data is exposed. Names, addresses, financial information, medical records, and proprietary business data are sent in plaintext to third-party servers with no guarantee of privacy.
zkPrivacy AI solves this by intercepting your prompts before they leave your environment, stripping all personally identifiable information using advanced NLP entity recognition, and only then forwarding a sanitized version to the AI model of your choice.
Vision
A world where anyone can use AI freely without sacrificing personal privacy or data sovereignty.
Mission
Build open, decentralized infrastructure that puts users in control of what AI models can see.
Goal
Become the standard privacy middleware layer for all on-chain and off-chain AI interactions.
Getting Started
Using zkPrivacy AI
You can start protecting your AI prompts in seconds — no wallet required for the web interface.
- 01
Open the App
Navigate to the Launch App page. No account or wallet connection is required to use the sanitizer.
- 02
Paste Your Prompt
Enter any text containing sensitive information — emails, addresses, names, phone numbers, financial data, or custom patterns.
- 03
Review & Copy Sanitized Output
The engine detects and redacts PII in real time. Review the entity report showing exactly what was found, then copy the clean prompt.
- 04
Send to Any AI Model
Paste the sanitized prompt into ChatGPT, Claude, Gemini, or any other model. Your sensitive data never reaches the model.
How It Works
The Sanitization Pipeline
zkPrivacy AI runs a multi-pass NLP pipeline over your input before it reaches any AI model. Here is what happens under the hood.
Entity Detection
A regex and pattern-matching engine scans for emails, phone numbers, SSNs, credit cards, IP addresses, URLs, and physical addresses.
Named Entity Recognition (NER)
Contextual analysis identifies proper nouns — person names, organizations, locations — that should not be transmitted.
Redaction & Replacement
Each detected entity is replaced with a typed {redacted} placeholder so the AI still understands the prompt structure.
Zero-Knowledge Verification (Roadmap)
A ZK proof will attest that sanitization occurred correctly without revealing the original data — fully verifiable on-chain.
Note
In Version 1, sanitization runs client-side in the browser. Your raw text never leaves your device. On-chain ZK verification is planned for a later version.
Tokenomics
$ZKPAI Token Distribution
$ZKPAI is the native utility and governance token of the zkPrivacy AI ecosystem, deployed on Solana for fast, low-cost transactions.
Total Supply
1,000,000,000
1 Billion $ZKPAI
Network
Solana
SPL Token Standard
Decimals
9
Standard SPL precision
Initial Liquidity
Locked
Liquidity pool secured at launch
| Allocation | % | Tokens |
|---|---|---|
| Initial Liquidity | 90% | 900,000,000 |
| Team | 5% | 50,000,000 |
| Treasury | 5% | 50,000,000 |
Token Utility
What $ZKPAI Is Used For
$ZKPAI is designed with real, in-product utility. It is not purely speculative — every feature of the zkPrivacy AI platform is tied to the token.
Sanitization Credits
Advanced sanitization features — custom entity types, high-volume processing, and API access — require $ZKPAI credits.
Governance
Token holders vote on protocol upgrades, fee structures, new entity detection rules, and treasury spending.
Developer API Fees
Applications integrating the zkPrivacy AI SDK pay fees in $ZKPAI, creating sustainable demand from real usage.
Rewards
Community contributors — security researchers, dataset labelers, open-source developers — are compensated in $ZKPAI.
Coming Soon
What's Next
zkPrivacy AI is actively developing new features and expanded functionality. The following features are planned for upcoming releases.
Developer SDK & API
A full-featured SDK and REST API for integrating zkPrivacy AI sanitization into any application or service.
On-Chain ZK Proofs
Verifiable zero-knowledge proofs of sanitization submitted to Solana blockchain for full transparency and auditability.
Advanced Custom Rules
Build custom entity detection patterns and sanitization rules tailored to your specific domain and compliance needs.
Enterprise Dashboard
Comprehensive admin panel for teams with usage analytics, audit logs, team management, and billing controls.
Note
Full SDK documentation, API reference, and developer guides will be released with each corresponding feature. Stay updated by following our announcements.