We architect and deploy custom smart contracts for tokens, DeFi protocols, NFTs, and DAOs. Our development process is built on OpenZeppelin standards, formal verification, and multi-stage audits to ensure security and reliability from day one.
LABS
Services
AI-Governed Liquidity Pool Design
We design and implement autonomous liquidity pools where AI agents dynamically adjust parameters to maximize capital efficiency and minimize impermanent loss for protocols and LPs.
Chainscore © 2026
overview
CORE SERVICES
Smart Contract Development
Secure, gas-optimized smart contracts built for production by Web3-native engineers.
- Token Systems:
ERC-20,ERC-721,ERC-1155, and custom implementations with vesting, staking, and governance modules. - DeFi & DApps: Automated Market Makers (AMMs), lending/borrowing pools, yield aggregators, and cross-chain bridges.
- Security First: Every contract undergoes manual review, automated analysis with Slither/Solhint, and a final audit before mainnet deployment.
We deliver production-ready contracts in 2-4 weeks, with documented code, deployment scripts, and a clear upgrade path for future iterations.
key-features-cards
ENGINEERED FOR PERFORMANCE
Core Capabilities of Our AI-Governed Pools
We design and deploy liquidity pools where AI-driven strategies autonomously manage capital allocation, risk, and yield optimization. Our systems are built for measurable financial outcomes.
benefits
TANGIBLE RESULTS
Business Outcomes for Your Protocol
Our AI-governed liquidity pool design translates into measurable advantages for your protocol's growth, security, and market position.
01
Optimal Capital Efficiency
AI-driven dynamic fee tiers and concentrated liquidity strategies maximize LP returns and minimize impermanent loss, attracting and retaining high-value liquidity.
30-50%
Higher LP APY
40%
Lower Impermanent Loss
02
Enhanced Protocol Security
Formally verified pool logic and automated risk monitoring protect against flash loan attacks and economic exploits, ensuring fund safety and user trust.
100%
Formal Verification
< 1 min
Attack Detection
03
Faster Time-to-Market
Leverage our battle-tested, modular pool architecture and deployment pipelines to launch a secure, feature-complete DEX or money market in weeks, not months.
2-4 weeks
Deployment Time
10+
Pre-built Modules
04
Superior User Experience
Intelligent routing and MEV-protected swaps guarantee users the best execution prices with minimal slippage, driving higher transaction volume and retention.
99.9%
Swap Success Rate
15%
Avg. Slippage Reduction
06
Regulatory & Audit Readiness
Comprehensive documentation, on-chain transparency tools, and audit trails from firms like Spearbit ensure your protocol meets institutional-grade compliance standards.
Enterprise
Compliance Framework
Spearbit
Audit Partner
Quantifying the Performance Advantage
Static AMM vs. AI-Governed Pool: A Capital Efficiency Analysis
A direct comparison of traditional Automated Market Maker models against our AI-driven liquidity management solution, highlighting key metrics for capital efficiency and protocol revenue.
| Capital Efficiency Metric | Static AMM (Uniswap V2-style) | Dynamic AMM (Curve/Uniswap V3) | Chainscore AI-Governed Pool |
|---|---|---|---|
Capital Efficiency (Utilization) | ~20-30% | ~50-70% | 85-95% |
Impermanent Loss Mitigation | None | Manual Range Strategy | AI-Optimized Rebalancing |
Fee Revenue / TVL | Low | Medium | High (2-3x typical) |
Strategy Update Frequency | Never (Static) | Manual (Weeks/Months) | Real-time (AI-Driven) |
Required LP Expertise | None | High (Active Management) | None (Fully Automated) |
Time to Optimal Configuration | N/A (Fixed) | 3-6 months of tuning | < 2 weeks post-launch |
Adapts to Market Regimes | |||
Predictive Liquidity Positioning | |||
Typical APY Boost vs. Static | Baseline | 1.5x - 2x | 3x - 5x |
Integration Complexity | Low | High | Medium (Managed Service) |
how-we-deliver
PREDICTABLE, TRANSPARENT, AND RESULTS-DRIVEN
Our 4-Phase Delivery Methodology
We de-risk your liquidity pool deployment with a structured, milestone-based process. From initial strategy to mainnet launch, each phase delivers concrete, auditable outcomes, ensuring your project stays on time, on budget, and aligned with your business goals.
01
Phase 1: Discovery & Strategy
We conduct a deep-dive technical and economic analysis to define your pool's core parameters. This includes fee structures, incentive mechanisms, and risk models, resulting in a comprehensive technical specification document and a 90-day go-to-market roadmap.
1-2 weeks
Duration
Technical Spec
Key Deliverable
02
Phase 2: AI-Powered Architecture & Simulation
Our proprietary AI models simulate thousands of economic scenarios to stress-test your pool design. We model impermanent loss, fee generation, and liquidity provider behavior to optimize for stability and capital efficiency before a single line of code is written.
2-3 weeks
Duration
Simulation Report
Key Deliverable
03
Phase 3: Smart Contract Development & Auditing
Our senior Solidity engineers build the core pool contracts using battle-tested patterns (OpenZeppelin) and gas-optimized code. Every contract undergoes a rigorous internal security review followed by a formal audit with a top-tier third-party firm like Spearbit or Code4rena.
3-4 weeks
Duration
Audit-Ready Code
Key Deliverable
04
Phase 4: Deployment, Monitoring & Governance
We manage the secure mainnet deployment and establish real-time monitoring dashboards for pool health, APY, and security events. We provide a governance framework and documentation to empower your team to manage and upgrade the protocol independently.
1-2 weeks
Duration
Live on Mainnet
Key Deliverable
tech-stack
ENTERPRISE-GRADE ARCHITECTURE
Built on Proven, Secure Foundations
Our AI-governed liquidity pools are engineered on battle-tested infrastructure, ensuring security, reliability, and performance for your DeFi product.
Technical & Commercial Insights
Frequently Asked Questions on AI-Governed Pools
Get clear answers on timelines, costs, security, and our development process for AI-driven liquidity solutions.
Our standard AI-governed pool deployment follows a 4-phase, 6-8 week timeline. This includes a 1-week discovery & design sprint, 3-4 weeks of core smart contract development and AI model integration, 1-2 weeks of rigorous internal testing and audit preparation, and a final week for deployment and documentation. Complex multi-chain deployments or custom ML models may extend this to 10-12 weeks.
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