Blockchain AI Governance

Govern AI Agents
Across 200+ Chains

Protect your DeFi protocols, DAOs, and Web3 applications from AI agent risks. PII detection, policy enforcement, and compliance—built for blockchain.

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The Problem

Blockchain projects are rapidly adopting AI agents for trading, governance, content generation, and automation. But without proper governance, these agents can leak sensitive data, execute unauthorized transactions, or violate compliance requirements.

Data Exposure

AI agents handling wallet addresses, private keys, and user PII without proper controls.

Unauthorized Actions

Trading bots exceeding limits, executing on wrong chains, or interacting with malicious contracts.

Compliance Failures

No audit trail, no human oversight, no way to prove governance to regulators.

Ecosystem Coverage

Native integrations for every major blockchain ecosystem. One governance layer, 200+ chains.

EVM Ecosystem

Available

Ethereum, Arbitrum, Optimism, Base, Polygon, BSC, Avalanche, zkSync

Hardhat Plugin + JS SDK

Solana

Coming Q2

Solana, Eclipse

Rust SDK + Anchor

Cosmos

Coming Q2

Cosmos Hub, Osmosis, Injective, Sei, Neutron + 50 IBC chains

Go SDK + CosmWasm

Move Ecosystem

Coming Q3

Aptos, Sui

Move SDK

Polkadot

Coming Q3

Polkadot, Kusama + 100 parachains

Substrate Pallet

Other Chains

Planned

StarkNet, TON, Cardano

Native SDKs

Use Cases

Real-world applications of AI governance in blockchain environments.

AI Trading Bots

Problem: Uncontrolled AI agents can execute unauthorized trades, exceed limits, or interact with malicious contracts.

Solution: Tork validates every trade against policies: slippage limits, volume caps, token allowlists, and human approval thresholds.

Transaction limitsToken allowlistsHITL for large trades

DAO AI Assistants

Problem: AI-generated proposals may leak member PII, contain harmful content, or violate governance rules.

Solution: Tork scans proposals for PII, validates sentiment, and helps meet DAO constitution requirements.

PII detectionContent complianceGovernance rules

NFT Generation

Problem: AI-generated NFTs may contain copyrighted content, PII in metadata, or non-compliant attributes.

Solution: Tork validates metadata, scans descriptions, and helps verify royalty settings against platform rules.

Metadata validationContent scanningRoyalty compliance

Smart Contract CI/CD

Problem: AI-suggested code may contain hardcoded secrets, exposed private keys, or wallet addresses.

Solution: Tork integrates with Hardhat/Foundry to scan every commit for secrets, PII, and security issues.

Secret detectionKey exposureSecurity audit

On-Chain AI Oracles

Problem: AI oracles can provide manipulated data, low-confidence predictions, or unverified sources.

Solution: Tork validates data sources, confidence scores, and maintains audit trails before on-chain submission.

Source verificationConfidence thresholdsAudit trails

Web3 dApps

Problem: AI-powered dApps may expose user data, make unauthorized calls, or violate compliance requirements.

Solution: Tork provides a governance layer for all AI interactions within your dApp.

User data protectionAPI governanceCompliance

TORKING Metrics for Blockchain

Industry-standard metrics adapted for blockchain AI governance.

T

Trust

Smart contract audit score

O

Oversight

Multi-sig/HITL requirements

R

Reliability

Uptime, gas efficiency

K

Knowledge

On-chain data accuracy

I

Integrity

No manipulation, verifiable

N

Neutrality

Fair MEV, no front-running

G

Governance

DAO compliance, voting rules

Integration Examples

Drop-in governance for your blockchain stack.

Hardhat (EVM)
// hardhat.config.js
const { torkGovernance } = require('@tork/hardhat-plugin');

module.exports = {
  solidity: "0.8.19",
  plugins: [torkGovernance],
  tork: {
    apiKey: process.env.TORK_API_KEY,
    policies: ['no-pii', 'no-secrets', 'audit-trail'],
    failOnViolation: true
  }
};
Anchor (Solana)
// Anchor/Solana Integration
use tork_sdk::TorkGovernance;

#[program]
pub mod my_program {
    pub fn execute_with_governance(
        ctx: Context<Execute>,
        data: Vec<u8>
    ) -> Result<()> {
        // Tork validates before execution
        let governance = TorkGovernance::new()?;
        governance.validate(&data, Policy::Strict)?;

        // Proceed with on-chain logic
        Ok(())
    }
}
CosmWasm (Cosmos)
// CosmWasm Integration
use tork_cosmos::governance;

pub fn execute(
    deps: DepsMut,
    env: Env,
    info: MessageInfo,
    msg: ExecuteMsg
) -> Result<Response> {
    // Validate AI-generated content
    governance::validate(&msg, deps.api)?;

    // Execute contract logic
    Ok(Response::new())
}
Move (Sui)
// Sui Move Integration
module tork::governance {
    use tork::validator;

    public fun validate_ai_output(
        content: vector<u8>
    ): bool {
        validator::check_pii(content) &&
        validator::check_policy(content) &&
        validator::check_compliance(content)
    }
}

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