Secure, production-ready smart contracts built for scale and compliance.
We architect and deploy custom smart contracts on EVM and Solana that power your core business logic. Our development process ensures gas efficiency, upgradeability, and comprehensive security from day one.
OpenZeppelin standards and Slither-tested patterns.We don't just write code; we engineer systems that hold and move value securely.
Our full-service development includes:
ERC-20, ERC-721, ERC-1155, or SPL implementations.Our EVM Proposal Sentiment Analyzer transforms raw on-chain and off-chain data into structured, actionable intelligence, empowering your team to make data-driven governance decisions with confidence.
Proprietary NLP models analyze forum discussions, social media, and proposal text to generate a live sentiment score, quantifying community sentiment for every proposal.
Track historical voting patterns, whale delegation flows, and voter turnout trends. Predict proposal outcomes by modeling the influence of top token holders and delegates.
Configure real-time alerts for sudden sentiment shifts, low voter turnout, or suspicious voting patterns. Get notified of governance risks before they impact your treasury.
All data is sourced from verified on-chain events and immutable archives. Our analysis pipelines are built with cryptographic verification to ensure tamper-proof insights.
Transform raw governance data into a strategic asset. Our EVM Proposal Sentiment Analyzer provides the clarity and foresight needed to make confident, informed decisions that align with your protocol's long-term vision.
Automated analysis of proposal discussions across forums and social channels, delivering a quantifiable sentiment score (positive/neutral/negative) to gauge community temperature before a vote goes on-chain.
Identify key voting blocs, track delegate alignment, and predict voting outcomes by analyzing historical patterns and on-chain delegation data. Understand who holds influence and why.
Model the potential on-chain and market impact of governance proposals. Assess risks related to tokenomics, security, and protocol economics before execution.
Receive automated alerts for critical proposal milestones, significant sentiment shifts, or whale voting activity. Generate executive-ready reports for stakeholders and DAO members.
A direct comparison of traditional governance review methods against Chainscore's AI-driven sentiment analysis platform. See how automation reduces risk and accelerates decision-making.
| Analysis Factor | Manual Team Review | Chainscore AI Analyzer |
|---|---|---|
Time per Proposal | 4-8 hours | < 5 minutes |
Historical Context | Manual research | Automatic cross-referencing |
Sentiment Detection | Subjective interpretation | Quantified sentiment score |
Voter Pattern Analysis | Basic wallet checks | Sybil & delegation detection |
Risk Flag Coverage | Code changes only | Code, social, economic & reputational |
Report Generation | Manual documentation | Automated PDF/API output |
Team Requirement | 2-3 Senior Devs | 1 Product Manager |
Cost per Analysis | $500-$2,000 | $50 API credit |
Audit Trail | Spreadsheets/Notes | Immutable analysis ledger |
We deliver production-ready sentiment analysis infrastructure through a structured, milestone-driven process designed for technical teams. Each phase delivers tangible, auditable outcomes to ensure alignment and de-risk your integration.
We map your target DAOs and governance forums, identifying key proposal types, voting patterns, and historical sentiment data. This establishes the data foundation for accurate model training.
Deliverable: A comprehensive data sourcing and taxonomy report.
Our data scientists design and train custom NLP models (BERT, RoBERTa) on your specific governance corpus. We fine-tune for crypto-native terminology and sentiment nuance, ensuring high accuracy for DAO discourse.
Deliverable: A trained, versioned model with documented performance metrics.
We deploy the model as a scalable, low-latency REST API with WebSocket support for real-time analysis. Infrastructure includes automated data ingestion pipelines from forums like Snapshot and Tally.
Deliverable: A live API endpoint with comprehensive documentation and SDKs.
Every component undergoes rigorous security review. This includes model bias testing, API endpoint penetration testing, and infrastructure security hardening to protect sensitive proposal data.
Deliverable: A final security audit report and remediation sign-off.
We provide direct support for integrating the sentiment API into your dashboard, bot, or analytics platform. Full technical documentation, code samples, and operational runbooks are transferred to your team.
Deliverable: A fully integrated solution and knowledge transfer session.
We monitor API performance, data pipeline health, and model accuracy drift. Scheduled model retraining ensures the analyzer adapts to evolving governance language and new proposal types.
Deliverable: Monthly performance reports and optional retraining cycles.
Secure, production-ready smart contracts built by Web3-native engineers.
We architect and deploy custom smart contracts that form the trustless backbone of your application. Our development process is built on security-first principles and battle-tested patterns from OpenZeppelin and Solmate. We deliver contracts that are gas-optimized, upgradeable, and ready for audit.
Solidity 0.8+ or Vyper contracts for DeFi, NFTs, DAOs, and more.EVM-compatible chains.Get a secure, auditable foundation. We reduce development risk and accelerate your path to mainnet launch.
Get clear answers on how our AI-driven sentiment analysis for on-chain governance delivers actionable insights and accelerates your decision-making.
Our system uses a multi-layered AI pipeline. It ingests raw proposal data and on-chain voting patterns, processes natural language from forums and social media using fine-tuned LLMs, and applies a proprietary scoring model to generate a clear sentiment score (e.g., Strong Support, Contentious, Likely to Fail). We deliver this via a real-time API and a customizable dashboard, giving you a consolidated view of community sentiment beyond simple vote counts.
Our experts will offer a free quote and a 30min call to discuss your project.