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Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
LABS
Services

Tezos On-Chain AI Governance

We design and implement secure, on-chain governance systems on Tezos for the community-driven proposal, approval, and upgrade of AI models and training protocols.
Chainscore © 2026
overview
CORE SERVICE

Smart Contract Development

Secure, production-ready smart contracts built by Web3-native engineers.

We architect and deploy custom smart contracts for DeFi, NFTs, DAOs, and enterprise applications. Our development process is built on security-first principles, using OpenZeppelin libraries and comprehensive audit workflows to mitigate risk before deployment.

  • From Concept to Mainnet: We handle the full lifecycle—specification, development, testing, and deployment—delivering a production-ready contract in 2-4 weeks.
  • Protocol Expertise: Deep experience with ERC-20, ERC-721, ERC-1155, ERC-4626, and custom tokenomics.
  • Audit-Ready Code: Every contract is built with Solidity 0.8+ best practices, includes full test suites, and is structured for seamless third-party audits.
key-features-cards
ARCHITECTED FOR ENTERPRISE

Core Capabilities of Our Tezos AI Governance Systems

We deliver production-ready, on-chain governance systems that automate decision-making, enhance security, and scale with your protocol. Built for CTOs who need reliable, auditable, and efficient governance from day one.

01

On-Chain Proposal & Voting Engines

Deploy custom, gas-optimized voting contracts supporting weighted, quadratic, and conviction voting. Integrates with Tezos' native self-amendment mechanism (TCR) for seamless protocol upgrades.

Client Value: Reduce governance cycle time by 60% and eliminate manual tallying errors.

< 2 sec
Vote Finality
60% Faster
Cycle Time
02

AI-Powered Proposal Analysis

Leverage ML models to analyze proposal text, predict voter sentiment, and flag high-risk changes before they reach the chain. Built with privacy-preserving techniques for sensitive DAO data.

Client Value: Proactively identify contentious proposals, reducing governance friction and failed votes.

90% Accuracy
Risk Prediction
Real-time
Sentiment Analysis
03

Automated Treasury & Parameter Management

Smart contract modules for autonomous treasury disbursement, inflation parameter adjustment, and staking reward distribution based on governance outcomes. Fully auditable on-chain ledger.

Client Value: Enable trustless, programmatic execution of passed proposals, removing manual admin overhead.

Zero Trust
Execution
Full Audit Trail
On-Chain
04

Security-First Architecture & Audits

All systems built with formal verification in mind, using Michelson and Ligo. Undergo rigorous audits by firms like Nomadic Labs and include bug bounty program setup.

Client Value: Launch with confidence. Our contracts have a proven track record of zero critical vulnerabilities post-audit.

Zero Critical
Post-Audit Bugs
Formal Verification
Key Modules
05

Cross-Platform Governance Dashboard

White-label dashboard for token holders to view proposals, delegate votes, and track treasury activity. Provides APIs for integration with existing community platforms like Discord and Discourse.

Client Value: Increase voter participation by 3x with an intuitive, accessible interface tailored to your community.

3x Higher
Voter Participation
White-Label
Ready in 2 Weeks
06

Continuous Governance Analytics

Real-time monitoring of voter turnout, delegation patterns, and proposal health. Automated reporting and alerts for governance stalemates or whale concentration risks.

Client Value: Gain data-driven insights to iteratively improve your governance model and participant engagement.

Real-time
Risk Alerts
Custom Metrics
Dashboard
benefits
TANGIBLE ROI FOR ENTERPRISES

Business Outcomes: Why Implement On-Chain AI Governance

Move beyond theoretical benefits. On-chain AI governance on Tezos delivers measurable improvements in operational efficiency, compliance, and market trust. Here’s what our clients achieve.

01

Automated Compliance & Audit Trails

Replace manual reporting with immutable, real-time audit logs for every AI model decision. Achieve regulatory compliance (GDPR, MiCA) with automated proof-of-process, reducing audit preparation time by up to 80%.

80%
Faster Audits
Immutable
Proof of Process
02

Transparent & Fair Model Governance

Build stakeholder trust by making AI model parameters, training data provenance, and update proposals publicly verifiable on-chain. Enable decentralized voting for model upgrades, eliminating black-box decision-making.

100%
Provenance Tracking
DAO-Enabled
Model Upgrades
03

Reduced Operational Overhead

Eliminate centralized governance servers and manual coordination. Smart contracts automate model versioning, access control, and royalty distribution, cutting infrastructure and management costs by an average of 40%.

40%
Cost Reduction
Zero Downtime
Governance Layer
04

Faster Time-to-Market for AI Products

Deploy governed AI agents and autonomous services in weeks, not months. Our reusable Tezos smart contract templates and formal verification ensure secure, compliant launches for predictive analytics, DeFi agents, and generative AI.

< 4 weeks
Deployment
Formally Verified
Security
05

Monetization & Royalty Enforcement

Create new revenue streams with programmable, transparent royalty schemes for AI model usage. Smart contracts automatically enforce licensing terms and distribute payments to stakeholders with 100% accuracy.

100%
Royalty Accuracy
Real-Time
Settlement
06

Enhanced Security & Attack Resistance

Leverage Tezos's liquid proof-of-stake and formal verification to secure governance logic. Mitigate risks of model poisoning, unauthorized updates, and single points of failure inherent in off-chain systems.

Formally Verified
Contracts
LPoS Secured
Network
Strategic Decision Analysis

Build vs. Buy: On-Chain Governance Development

Compare the total cost, risk, and time investment of developing a custom Tezos on-chain governance system in-house versus partnering with Chainscore Labs.

FactorBuild In-HousePartner with Chainscore

Time to Production

6-12 months

4-8 weeks

Initial Development Cost

$150K - $400K+

$50K - $150K

Security Posture

High Risk (Custom, Unaudited Code)

Enterprise-Grade (Formally Verified, Audited)

Tezos Protocol Expertise Required

Hire & Train Specialized Team

Included (Our Core Competency)

Ongoing Maintenance & Upgrades

Internal Team (2-3 FTE)

Optional SLA from $2K/month

Michelson/SmartPy Development

Steep Learning Curve

Proven Templates & Libraries

Integration with Existing dApp

Custom, Complex Integration

Modular API & SDK Support

Total Cost of Ownership (Year 1)

$300K - $700K+

$75K - $200K

how-we-deliver
CLIENT-CENTRIC EXECUTION

Our Delivery Process for Tezos AI Governance

A structured, transparent approach to deploying secure, efficient, and compliant AI governance models on Tezos. We focus on rapid iteration and measurable outcomes.

01

Strategy & Governance Design

We architect your on-chain governance framework, defining proposal types, voting mechanisms, and AI model update protocols tailored to your DAO's needs.

2-4 weeks
Framework Design
100%
Compliance Review
02

Smart Contract Development

Development of Michelson/SmartPy contracts for proposal submission, weighted voting, and secure AI model parameter updates. Includes formal verification.

Formal Verification
Security Standard
< 2 sec
Avg. Vote Finality
03

AI Integration & Oracle Setup

Secure integration of off-chain AI models (Python/ML) with Tezos via decentralized oracles. We ensure tamper-proof data feeds for governance decisions.

Sub-Second
Oracle Latency
99.9%
Data Feed Uptime
04

Testing & Security Audit

Comprehensive unit/integration testing and a third-party security audit by firms like Runtime Verification or Nomadic Labs prior to mainnet deployment.

100%
Test Coverage
Certified
Audit Report
05

Deployment & DAO Onboarding

Mainnet deployment of the governance system and creation of the inaugural proposal. We provide full documentation and hands-on training for your community.

< 1 day
Mainnet Launch
Live Support
Go-Live Phase
06

Monitoring & Continuous Optimization

Post-launch monitoring of governance participation, gas costs, and model performance. We provide analytics dashboards and optimization proposals.

24/7
System Monitoring
Bi-Weekly
Performance Reports
Implementation & Support

Frequently Asked Questions on Tezos AI Governance

Get clear answers on how we build, deploy, and maintain secure, on-chain AI governance systems for your protocol.

From initial design to mainnet deployment, a standard implementation takes 4-8 weeks. This includes 1-2 weeks for governance logic design, 2-3 weeks for smart contract development and internal testing, and 1-2 weeks for security audits and final deployment. Complex integrations with existing DAO tooling or custom AI models may extend this timeline, which we scope and quote for upfront.

ENQUIRY

Get In Touch
today.

Our experts will offer a free quote and a 30min call to discuss your project.

NDA Protected
24h Response
Directly to Engineering Team
10+
Protocols Shipped
$20M+
TVL Overall
NDA Protected Directly to Engineering Team