Autonomous On-chain Supervisor Agent for Treasury Projects
AI-Powered Treasury Funding Supervisor for Cardano
An autonomous platform for funding open-source blockchain work with AI-Powered Treasury Funding Supervisor, DAO governance, and smart-contract escrow for milestone-based payouts.
Treasury Funding Lacks Accountability
Cardano's on-chain treasury enables community-driven funding, but verification remains manual, subjective, and doesn't scale.
Manual Review Doesn't Scale
Reviewers can't follow hundreds of projects in detail. Verification is time-consuming and inconsistent.
No Objective Metrics
There's no clear way to measure if projects deliver on promises or maintain quality over time.
Lack of Transparency
No public record of verification decisions. Community can't audit how funds are being used.
"Fund and Forget" Approach
Projects receive funding upfront with limited ongoing supervision, leading to incomplete deliverables.
Autonomous Supervision Layer
An AI-powered platform that automates project verification, enforces milestone-based payments, and provides transparent supervision.
Project Funded
Treasury approves project, funds locked in smart contract escrow with milestone-based release schedule.
AI Monitors
Agents track GitHub, docs, community activity against milestones continuously and automatically.
Verification
Rule engine validates completion criteria automatically using objective, transparent metrics.
Payment Released
Smart contract releases next tranche, all on-chain, as milestones are verified and completed.
Four Integrated Layers
A sophisticated technology stack where each layer builds upon the next, from blockchain foundation to AI-powered oversight.
AI Agents & Human Oversight
AI-powered monitoring agents working alongside human reviewers and the community for comprehensive project oversight.
Rule Engine & Verification
Automated verification rules and business logic that evaluate project milestones and deliverables with precision.
Smart Contract Escrow
Plutus smart contracts managing escrow, milestone verification, and automated payment releases with cryptographic security.
Cardano Settlement Layer
The blockchain foundation providing decentralized settlement, immutable record-keeping, and cryptographic proof of transactions.
12-Month Development Plan
Structured delivery from testnet to production with clear milestones and deliverables.
Foundation
Months 1-3Key Deliverables
- Plutus smart contract development
- Core rule engine implementation
- Testnet deployment & testing
- Initial AI model training
Integration
Months 4-6Key Deliverables
- AI monitoring agents development
- Data source integrations (GitHub, etc.)
- Dashboard UI/UX implementation
- First mainnet pilot projects
Expansion
Months 7-9Key Deliverables
- Scale to 10+ monitored projects
- ML model refinement & optimization
- Performance & security hardening
- Community feedback integration
Production
Months 10-12Key Deliverables
- External security audit
- Full production deployment
- Onboard 10+ projects
- Complete documentation & training
Transforming Treasury Governance
Empowering stakeholders across the Cardano ecosystem with transparency, automation, and trust.
For Governance
For Project Teams
For Community
Ready to Transform Treasury Governance?
Join us in building the future of accountable, transparent, and automated treasury funding for Cardano.