We architect and deploy custom smart contracts on EVM and Solana chains, from ERC-20/721 tokens to complex DeFi protocols. Our code is built for mainnet readiness with OpenZeppelin standards and gas optimization.
LABS
Services
AI-Driven Underwriting Bot Development
Build and deploy autonomous AI agents that monitor market conditions and borrower wallets in real-time to dynamically adjust credit limits, interest rates, and collateral requirements.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built for scale and compliance.
- Security-First Process: Multi-stage audits, formal verification, and automated testing for vulnerability-free deployment.
- Compliance by Design: Built-in features for regulatory adherence, including
ERC-1400for securities and programmable access controls. - Guaranteed Outcomes: We deliver audited, documented code within 4-6 weeks for standard contracts, backed by a post-launch support SLA.
key-features-cards
ENGINEERED FOR PRECISION
Core Capabilities of Our AI Underwriting Bots
Our AI underwriting bots are built on a foundation of real-time on-chain data and advanced risk modeling, delivering automated, accurate, and compliant credit decisions for DeFi protocols.
01
Real-Time On-Chain Risk Scoring
Dynamic risk assessment using live wallet activity, transaction history, and protocol interactions. We analyze thousands of data points per second to generate a proprietary credit score, enabling instant loan approvals.
< 2 sec
Decision Time
10,000+
Data Points Analyzed
02
Multi-Protocol Collateral Analysis
Automated valuation and liquidation risk assessment for collateral across DeFi (Aave, Compound, Maker), NFTs, and LSTs. Our models account for volatility, liquidity depth, and oracle reliability.
50+
Asset Types
99.9%
Price Feed Accuracy
03
Regulatory Compliance & AML Screening
Built-in compliance checks against global sanctions lists and transaction monitoring for suspicious patterns. Configurable rules ensure your protocol meets jurisdictional requirements without manual oversight.
24/7
Monitoring
0
False Positives Target
04
Customizable LTV & Liquidation Logic
Tailor loan-to-value ratios, grace periods, and liquidation triggers to your risk appetite. Deploy dynamic strategies that adjust based on market conditions and portfolio health.
100%
Configurable
< 1 sec
Parameter Updates
05
Gas-Optimized Smart Contract Integration
Seamless integration with your existing lending/borrowing smart contracts. Our bots are built with Solidity best practices and OpenZeppelin libraries, minimizing gas costs for end-users.
30-50%
Gas Reduction
OpenZeppelin
Security Standard
06
Performance Analytics & Reporting Dashboard
Monitor bot performance, default rates, and portfolio health through a real-time dashboard. Access granular reports on risk exposure, profitability, and model accuracy for stakeholders.
Real-Time
Data Feed
20+
Key Metrics
benefits
MEASURABLE RESULTS
Business Outcomes: From Code to Capital Efficiency
Our AI-driven underwriting bots deliver concrete financial and operational advantages, moving beyond technical implementation to drive your core business metrics.
01
Automated Risk Assessment
Deploy AI models that analyze on-chain and off-chain data in real-time, reducing manual underwriting review time by 80% and enabling instant loan decisions.
80%
Faster Decisions
< 5 sec
Response Time
02
Dynamic Credit Scoring
Generate proprietary, real-time credit scores for DeFi and TradFi applicants using wallet history, transaction patterns, and repayment behavior, increasing approval accuracy.
40%
Lower Default Risk
Real-time
Score Updates
03
Capital Efficiency Optimization
Intelligently allocate lending capital based on predictive default models and real-time market conditions, maximizing yield on deployed assets and minimizing idle liquidity.
25%
Higher Utilization
APY+
Portfolio Yield
05
Portfolio Health Monitoring
Continuous, 24/7 surveillance of active loan positions with automated margin call and liquidation triggers, protecting lender capital from volatility.
99.9%
System Uptime
24/7
Monitoring
Structured Deployment Path
AI Underwriting Bot Development Tiers
Choose the right development and support package for your AI-driven on-chain underwriting system, from initial MVP to enterprise-grade deployment.
| Core Capability | MVP Launch | Production Scale | Enterprise Platform |
|---|---|---|---|
Custom AI/ML Model Integration | Pre-configured Models | Fine-tuned & Optimized | Fully Bespoke & Retrainable |
Supported Data Oracles | Chainlink, Pyth | Chainlink, Pyth, Custom APIs | Multi-source, Proprietary Feeds |
Smart Contract Audit Scope | Core Logic Only | Full System (Bot + Contracts) | Full System + Continuous Auditing |
Deployment & Integration Support | Single EVM Chain | Multi-chain (2-3 Networks) | Full Cross-chain Architecture |
Performance Monitoring & Alerts | Basic Dashboard | Real-time Dashboards + Alerts | 24/7 SOC2-Compliant Monitoring |
Model Update & Maintenance | Manual Updates | Scheduled Quarterly Updates | Continuous A/B Testing & Iteration |
SLA & Incident Response | Best Effort | < 24 Hours | < 4 Hours with Escalation |
Typical Time to Launch | 4-6 Weeks | 8-12 Weeks | 12+ Weeks (Custom Scoping) |
Typical Engagement Range | $50K - $80K | $120K - $250K | Custom (Contact for Quote) |
how-we-deliver
TRANSPARENT & PREDICTABLE
Our Development & Integration Process
We deliver production-ready AI underwriting systems through a structured, milestone-driven process designed for speed and security. From initial risk model design to full API integration, we ensure your go-to-market timeline is met without compromising on quality.
01
Risk Model Design & Data Strategy
We architect your AI underwriting logic, selecting optimal on-chain and off-chain data sources (e.g., wallet history, DeFi positions, credit oracles) to build a robust, compliant risk assessment framework.
2-3 weeks
Initial Design Sprint
10+ Sources
Data Feeds Integrated
02
Smart Contract Development & Auditing
Secure, gas-optimized smart contracts built in Solidity 0.8+ for loan pools, collateral management, and automated execution. Includes pre-deployment audits using industry-standard tools and patterns.
OpenZeppelin
Security Standards
2 Audits
Pre-Launch Minimum
03
AI/ML Pipeline & Backend Integration
Development of the core scoring engine, including model training, real-time inference APIs, and secure integration with your existing backend systems and blockchain nodes.
< 100ms
Inference Latency
99.95%
API Uptime SLA
04
Frontend & Dashboard Development
Custom borrower application portal and lender/admin dashboard. Built with React/Next.js for a seamless user experience to manage applications, monitor pools, and view risk analytics.
Fully Responsive
UI/UX
Real-time
Data Visualization
05
Testnet Deployment & Simulation
Comprehensive testing on Sepolia or other testnets. We simulate thousands of loan scenarios to validate model accuracy, contract security, and system performance under load before mainnet launch.
1000+
Scenario Tests
Full Regression
Test Suite
06
Mainnet Launch & Ongoing Support
Managed deployment to Ethereum, Polygon, or your chain of choice. We provide 24/7 monitoring, incident response, and iterative model retraining to maintain performance and compliance.
24/7
Monitoring & SRE
SLA-Backed
Production Support
security
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built by Web3 experts to power your decentralized applications.
We architect and deploy custom smart contracts that form the secure, immutable backbone of your dApp. Our development process is built for enterprise-grade security and mainnet readiness from day one.
- Full-Stack Expertise:
Solidity/Rust/Vyperdevelopment for EVM, Solana, and other L1/L2 ecosystems. - Security-First: Comprehensive audits using OpenZeppelin patterns, formal verification, and automated testing suites.
- Gas Optimization: Every contract is engineered for minimum execution cost and maximum efficiency on-chain.
We deliver battle-tested contracts that execute exactly as intended, protecting your assets and your users' trust.
Our development lifecycle ensures your contracts are deployable in 2-4 weeks, not months. We provide complete documentation, deployment scripts, and post-launch monitoring to ensure 99.9%+ uptime for your core protocol logic.
AI Underwriting Bot Development
Frequently Asked Questions
Get clear answers on our process, timeline, security, and support for building your AI-driven underwriting system.
We deliver a production-ready MVP in 4-6 weeks for standard integrations. Complex protocols with custom risk models or multi-chain support typically take 8-12 weeks. This includes design, development, testing, and deployment. We provide a detailed sprint-by-sprint timeline after the initial discovery workshop.
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