Privacy-Preserving AI on Solana
An educational overview of why privacy matters for blockchain AI agents, and how Decision AI takes a fundamentally different approach.
1The Problem
Most AI-powered blockchain tools today ask you to paste your wallet address directly into a chat prompt. This creates a fundamental privacy issue:
- AI providers can see, log, and store your wallet addresses
- Your holdings and transaction history become part of the AI's training data
- Prompt history creates a permanent, searchable record of your financial activity
- Third-party integrations may receive your data without your knowledge
In Web2, you wouldn't paste your bank account number into ChatGPT. So why is it acceptable in Web3?
2Why Privacy Matters
Financial Security
When an AI service knows your wallet and its holdings, you become a target. Publicly associated wallets are more vulnerable to phishing, social engineering, and targeted attacks.
Data Sovereignty
Your on-chain activity is your data. You should be able to query and analyze it without surrendering ownership to a third-party AI provider who may use it for model training.
Regulatory Compliance
As regulations evolve, the ability to interact with blockchain data privately will become increasingly important. Building privacy-first now is future-proofing your workflow.
3Our Approach
Decision AI is built on a simple but powerful principle: the AI should never need to see your sensitive data to help you.
Zero-Knowledge Design
Your wallet address and private keys are never exposed to the AI model. The agent can query blockchain data on your behalf without ever learning who you are.
On-Chain, Not In-Context
Unlike tools that embed your wallet in an AI prompt, Decision AI keeps sensitive data out of the language model's context window entirely. The AI reasons about your request, not your identity.
Open Source & Auditable
Every component of Decision AI is open source. You don't have to trust our claims — you can verify the privacy guarantees yourself by reading the code.
4What You Can Do
Check Balances
Query your SOL and SPL token balances without exposing your wallet to AI.
Review Transactions
Get human-readable summaries of your recent on-chain activity, privately.
Explore Tokens
Discover and analyze your token portfolio with natural language queries.
Analyze NFTs
View your NFT collection and get insights — all without any data leaving your control.
5Get Started
Experience the difference a privacy-first AI agent makes. No signup, no API keys, no data collection — just connect your wallet and start querying.