We architect and deploy custom smart contracts for tokens, DeFi protocols, and NFT ecosystems. Our code is built on Solidity 0.8+ with OpenZeppelin security patterns and includes comprehensive unit testing for reliability.
LABS
Services
AI-Enhanced Contract Dispute Analyzer
A post-dispute forensic tool that analyzes on-chain transaction history and contract state to provide actionable insights and predict likely arbitration outcomes, reducing legal costs and settlement time.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built by Web3-native engineers.
From initial audit to mainnet deployment, we ensure your logic is secure and gas-optimized.
- Token Standards:
ERC-20,ERC-721,ERC-1155, and custom implementations. - DeFi & DAOs: Automated market makers, staking pools, governance modules.
- Security First: Formal verification options and pre-audit code reviews.
- Delivery: Production-ready contracts in 2-4 weeks, with full documentation.
key-features-cards
AI-POWERED DISPUTE RESOLUTION
Core Forensic Capabilities
Our AI-Enhanced Contract Dispute Analyzer delivers precise, evidence-based insights to resolve complex Web3 disputes. We provide technical clarity, not just legal opinions.
benefits
MEASURABLE IMPACT
Business Outcomes for Web3 Enterprises
Our AI-Enhanced Contract Dispute Analyzer delivers concrete, quantifiable results that directly impact your bottom line and operational security.
01
Dramatically Reduce Dispute Resolution Time
Automate the initial analysis of complex smart contract disputes, cutting manual review time from weeks to hours. Our AI parses transaction logs, contract code, and on-chain events to deliver a preliminary assessment in minutes.
Up to 90%
Faster Analysis
< 24 hours
Initial Report
02
Minimize Financial Exposure & Losses
Proactively identify high-risk contract interactions and potential vulnerabilities before they escalate into costly arbitration or exploits. Our system flags anomalous patterns that human auditors might miss.
Early Risk
Detection
Proactive
Loss Prevention
03
Enhance Legal & Compliance Posture
Generate auditable, evidence-based reports for legal teams and regulators. Our analyzer provides a clear, immutable trail of on-chain activity and code execution, strengthening your position in formal proceedings.
Immutable
Evidence Trail
Regulatory
Readiness
04
Scale Operations Without Scaling Risk
Handle a growing volume of DeFi, NFT, and DAO interactions with confidence. The AI system scales to monitor thousands of contracts simultaneously, providing consistent, unbiased analysis 24/7.
24/7
Monitoring
Unbiased
Consistency
05
Build Trust with Users & Partners
Demonstrate a commitment to security and fair resolution. Offering transparent, AI-backed dispute analysis builds credibility with your user base and institutional partners, fostering a healthier ecosystem.
Enhanced
Credibility
Ecosystem
Trust
Why AI-Driven Analysis Delivers Superior Results
Manual Review vs. AI-Enhanced Analysis
A direct comparison of traditional manual contract review against our AI-enhanced dispute analysis platform, highlighting the efficiency, accuracy, and cost benefits for Web3 legal teams and developers.
| Analysis Factor | Traditional Manual Review | Chainscore AI-Enhanced Analyzer |
|---|---|---|
Average Review Time per Contract | 40-80 hours | Under 5 minutes |
Vulnerability Detection Rate | ~70% (human-limited) |
|
False Positive Rate | Low (15-20%) | Very Low (<5%) |
Historical Precedent Analysis | Manual research (days) | Instant cross-chain search |
Code Pattern Recognition | Limited to reviewer's experience | Trained on 10M+ contract interactions |
Audit Trail & Evidence Generation | Manual documentation | Automated, immutable report |
Initial Setup & Integration | Manual process | API-first, deploy in <1 day |
Ongoing Operational Cost (Annual) | $150K-$300K (team) | $25K-$75K (platform + expert review) |
Scalability for High Volume | Linear team growth required | Instant, no marginal cost |
Key Output | Subjective legal opinion | Quantified risk score + actionable evidence |
how-we-deliver
PROVEN PROCESS
Our Delivery Methodology
A structured, four-phase approach designed to deliver a production-ready AI dispute analyzer, minimizing your risk and accelerating time-to-value.
01
Discovery & Architecture
We conduct a deep-dive technical workshop to map your dispute logic, data sources, and integration points. Deliverables include a detailed technical specification and a phased implementation roadmap.
2-3 days
Workshop
1 week
Spec Delivery
02
Model Training & Validation
Our data scientists build and train custom NLP/ML models on your historical dispute data. We validate accuracy against a held-out test set and provide a performance report before integration.
> 95%
Accuracy Target
2-3 weeks
Training Cycle
03
Secure Integration & Deployment
We deploy the analyzer as a secure, containerized microservice (Docker/Kubernetes) with API endpoints for your existing systems. Includes full CI/CD pipeline setup and environment configuration.
99.9%
Uptime SLA
< 1 sec
API Latency
04
Monitoring & Continuous Improvement
Post-launch, we provide a dashboard for real-time performance monitoring (accuracy, throughput). Our team offers retraining cycles every quarter to adapt to new dispute patterns.
24/7
Monitoring
Quarterly
Model Updates
AI-Enhanced Contract Dispute Analyzer
Frequently Asked Questions
Get clear answers on how our AI-powered dispute analysis service integrates with your legal or DeFi operations.
Our analyzer uses a multi-layered approach. First, it ingests and parses smart contract code and transaction data on-chain. Then, proprietary AI models trained on thousands of real dispute cases identify patterns, flag anomalies, and assess liability based on coded logic and historical outcomes. It delivers a structured report highlighting risk vectors, probable outcomes, and evidence trails, reducing manual review time by up to 80%.
conclusion
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built by Web3-native engineers.
We architect and deploy custom smart contracts that form the foundation of your protocol. Our development process is built for security-first execution and rapid iteration.
- From Concept to Mainnet: Full-cycle development from specification and
Solidity/Rustcoding to deployment and verification. - Security by Design: Contracts are built with OpenZeppelin standards and undergo rigorous internal audits before external review.
- Gas Optimization: Every line is profiled to minimize transaction costs for your users.
Deliver a battle-tested, auditable codebase in as little as 4-6 weeks, reducing your technical risk and accelerating your go-to-market.
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