We architect and deploy custom Solidity/Rust smart contracts that form the backbone of your Web3 application. Our development process is built on security-first principles, utilizing battle-tested libraries like OpenZeppelin and rigorous internal audits before deployment to mainnet.
LABS
Services
Community Proposal Success Predictor
A machine learning-powered analytics tool that forecasts DAO governance proposal outcomes using historical data, sentiment analysis, and on-chain metrics to improve decision-making.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built for your specific business logic.
- Custom Tokenomics: Design and implement
ERC-20,ERC-721, or novel token standards. - DeFi Protocols: Build automated market makers (AMMs), staking pools, and lending/borrowing logic.
- Enterprise Logic: Multi-signature wallets, vesting schedules, and complex governance systems.
- Gas Optimization: Code reviewed for maximum efficiency, reducing user transaction costs by up to 40%.
From initial concept to mainnet launch, we deliver contracts you can trust. We provide full technical documentation and a comprehensive audit report for your team and investors.
key-features-cards
PREDICTIVE INTELLIGENCE
Core Capabilities of Our Prediction Engine
Our engine transforms raw governance data into actionable intelligence, giving your platform a decisive edge in community engagement and proposal success.
05
Security-First Architecture
Built with enterprise-grade security. All data pipelines and models are deployed in isolated, audited environments. We ensure prediction integrity and protect sensitive wallet analysis data.
benefits
OPERATIONAL EFFICIENCY
Drive Efficient Governance and Reduce Operational Waste
Our AI-powered predictor transforms DAO governance from a reactive, time-consuming process into a strategic, data-driven operation. Focus resources on proposals that matter.
02
Automated Voter Sentiment Analysis
Our system aggregates and interprets sentiment from governance forums (Discourse, Commonwealth) and social channels, providing a clear signal of community alignment or friction before formal voting begins.
03
Resource Allocation Optimization
By identifying proposals likely to fail early, you can redirect developer hours, marketing budget, and community manager focus away from dead-end initiatives, reducing operational waste by an estimated 40-60%.
04
Governance Process Audits
We provide actionable reports on your DAO's governance lifecycle, highlighting bottlenecks, voter apathy triggers, and process inefficiencies that delay decision-making and increase administrative overhead.
Choose Your Integration Path
Implementation Tiers and Deliverables
Select the tier that matches your governance maturity and operational needs. All tiers include a production-ready, audited prediction model.
| Feature / Deliverable | Starter | Professional | Enterprise |
|---|---|---|---|
Pre-Trained DAO Governance Model | |||
Custom Model Fine-Tuning (Your Historical Data) | |||
On-Chain Integration (Smart Contracts & Frontend) | Basic | Full | Full + Custom UI |
Real-Time Proposal Monitoring & Alerts | Manual API | Automated Dashboard | Custom Alert Logic |
Prediction Accuracy SLA |
|
|
|
Historical Data Analysis Report | 1 DAO | Up to 5 DAOs | Comprehensive Competitor Analysis |
API Access & Rate Limits | 10K req/month | 100K req/month | Unlimited + Priority Queue |
Technical Support & Response Time | Email (72h) | Slack Channel (24h) | Dedicated Engineer (4h SLA) |
Implementation Timeline | 2-3 weeks | 4-6 weeks | 8-12 weeks |
Starting Price | $15,000 | $45,000 | Custom Quote |
how-we-deliver
CORE SERVICE
Blockchain Development
End-to-end blockchain application development for FinTechs and Web3 startups.
We architect, build, and deploy production-ready blockchain systems on time and on budget. Our full-stack expertise covers everything from smart contract logic to user-facing dApps, ensuring seamless integration with your existing tech stack.
Deliver a secure, scalable MVP in as little as 4-6 weeks, from concept to mainnet deployment.
- Smart Contract Development: Custom
Solidity/Rustcontracts with OpenZeppelin standards and formal verification. - dApp & Frontend: React/Next.js interfaces with WalletConnect integration and seamless Web3 interactions.
- Backend & APIs: Scalable Node.js/Python backends, indexers, and secure RPC endpoints for real-time data.
- Security First: Every line of code undergoes internal review and is prepared for third-party audits by firms like CertiK or Quantstamp.
Make an informed infrastructure decision
Build vs. Buy: Custom ML Model vs. Generic Analytics
A detailed comparison of developing a custom proposal success predictor in-house versus leveraging Chainscore's specialized API service.
| Key Factor | Build In-House | Chainscore API |
|---|---|---|
Time to Deploy First Model | 4-6 months | 2-4 weeks |
Initial Development Cost | $120K - $300K+ | $15K - $50K |
Model Accuracy (F1-Score) | Requires R&D |
|
On-Chain & Social Data Coverage | Manual integration | Pre-built for 20+ chains & platforms |
Real-time Inference Latency | Build & optimize | < 100ms (SLA-backed) |
Ongoing Model Retraining | Data science team required | Included in service |
Security & Data Integrity | Your responsibility | SOC 2 Type II compliant |
API Scalability & Uptime | Your infrastructure cost | 99.9% SLA, auto-scaling |
Total Cost of Ownership (Year 1) | $250K - $600K+ | $50K - $150K |
Focus for Your Team | Infrastructure & ML ops | Core product & growth |
Community Proposal Success Predictor
Frequently Asked Questions
Common questions about our AI-powered service for forecasting governance outcomes.
Our model achieves an average prediction accuracy of 85-92% across major DAOs like Uniswap, Aave, and Compound. Accuracy varies by protocol based on historical data quality and proposal complexity. We provide a confidence score with each prediction.
ENQUIRY
Get In Touch
today.
Our experts will offer a free quote and a 30min call to discuss your project.
NDA Protected
Confidentiality24h Response
Time to ValueDirectly to Engineering Team
No Sales Fluff10+
Protocols Shipped
$20M+
TVL Overall