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Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
LABS
Services

AI-Driven Liquidity Slippage Minimization

Deploy predictive AI models and execution algorithms that analyze real-time market depth and mempool data to dynamically route large orders, minimizing price impact across chains.
Chainscore © 2026
overview
CORE SERVICE

Smart Contract Development

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 focus is on security-first development, utilizing formal verification and OpenZeppelin standards to mitigate risk.

Deliver a battle-tested MVP in under 3 weeks with a clear path to mainnet.

Our full-cycle development process includes:

  • Design & Architecture: Gas-optimized logic for ERC-20, ERC-721, and custom standards.
  • Security Audits: Multi-stage review using static analysis and manual testing.
  • Deployment & Monitoring: Mainnet launch with 99.9% uptime SLA and real-time alerting.
  • Post-Launch Support: Upgrade management and incident response.

We build for enterprises and high-growth startups requiring:

  • Regulatory Compliance: Integrations for Travel Rule, OFAC screening, and jurisdictional logic.
  • Cross-Chain Interoperability: Secure bridging and messaging via LayerZero or Wormhole.
  • Advanced Features: MEV protection, multi-signature governance, and upgradable proxy patterns.
key-features-cards
ENGINEERED FOR PERFORMANCE

Core Capabilities of Our AI Execution Engine

Our proprietary AI engine is built from the ground up to solve the complex, multi-dimensional problem of liquidity fragmentation. It delivers measurable improvements in execution quality, cost, and speed for institutional and high-volume traders.

01

Predictive Slippage Modeling

Leverages real-time on-chain data, historical fill rates, and market microstructure analysis to forecast price impact before execution, enabling proactive routing decisions.

Client Value: Minimize unexpected costs and achieve more predictable trade outcomes.

95%+
Model Accuracy
Real-time
Forecast Updates
02

Multi-DEX Intelligent Routing

Dynamically splits and routes orders across 50+ integrated DEXs (Uniswap V3, Curve, Balancer, etc.) based on live liquidity depth, fees, and price impact models.

Client Value: Secure the best possible price by tapping into the entire DeFi liquidity landscape, not just a single venue.

50+
Protocols Integrated
< 100ms
Routing Decision
03

MEV-Protective Execution

Implements stealth transaction bundling, private mempool routing (via Flashbots Protect, etc.), and timing obfuscation to shield trades from front-running and sandwich attacks.

Client Value: Protect trade integrity and value, ensuring you capture the price you see.

> 99%
Attack Success Rate
Audited
Security Practices
04

Gas Optimization Engine

AI-driven gas price prediction and transaction batching to execute complex multi-step DeFi operations in the most cost-efficient manner, even during network congestion.

Client Value: Reduce operational costs significantly, improving net profitability per trade.

Up to 40%
Gas Savings
EIP-1559 Aware
Optimization
05

Custom Strategy Integration

Provides a flexible API and SDK for integrating proprietary trading signals, risk parameters, and execution logic directly into the engine's decision loop.

Client Value: Maintain your alpha while leveraging our infrastructure for optimal execution, creating a seamless hybrid strategy.

REST & WS
API Access
< 1 Day
Integration Support
06

Real-Time Analytics & Reporting

Comprehensive dashboard and data feeds detailing execution performance, slippage vs. benchmark, cost breakdowns, and protocol-level analytics for every trade.

Client Value: Gain full transparency into execution quality for performance analysis, reporting, and continuous strategy refinement.

Millisecond
Granularity
24/7
Live Monitoring
benefits
MEASURABLE IMPACT

Business Outcomes: Quantifiable Value for Your Protocol

Our AI-driven liquidity management delivers concrete improvements to your protocol's core metrics, directly enhancing user experience and financial performance.

01

Maximize User Retention

Reduce average user slippage by 60-80% for common swap sizes, directly improving transaction success rates and user satisfaction. Lower failed transactions mean higher user retention and protocol volume.

60-80%
Slippage Reduction
25%+
Higher Retention
02

Optimize TVL & Capital Efficiency

Increase the effective utility of your protocol's liquidity pools. Our algorithms ensure capital is deployed where it's most needed, boosting TVL stickiness and yield for LPs without requiring additional deposits.

30%+
Capital Efficiency Gain
Higher APY
For LPs
03

Reduce Operational Overhead

Eliminate manual liquidity rebalancing and parameter tuning. Our autonomous system continuously adapts to market conditions, freeing your team to focus on core protocol development and growth.

90%
Less Manual Work
24/7
Autonomous Operation
04

Enhance Protocol Competitiveness

Offer users a demonstrably better trading experience than competing DEXs and AMMs. Superior price execution becomes a key differentiator for attracting and retaining high-volume traders and institutions.

#1
Execution Quality
Key Feature
For Institutions
05

Actionable Data & Insights

Gain deep visibility into liquidity dynamics and user behavior through our analytics dashboard. Make data-driven decisions on pool incentives, fee structures, and new feature development.

Real-time
Market Analytics
Predictive
Volume Forecasts
06

Future-Proof Architecture

Built with modularity for multi-chain deployment (EVM, Solana, Cosmos). Our system seamlessly integrates new DEX primitives and liquidity sources, ensuring your protocol remains agile as the landscape evolves.

Multi-chain
Ready
Plug-in
New DEX Models
The Strategic Choice for DeFi Protocols

Build vs. Buy: AI Slippage Minimization

A detailed comparison of the costs, risks, and time associated with developing an in-house AI slippage solution versus leveraging Chainscore's battle-tested, enterprise-grade platform.

FactorBuild In-HousePartner with Chainscore

Time to Production

6-12 months

4-8 weeks

Initial Development Cost

$250K - $600K+

$50K - $150K

AI Model Expertise Required

High (Hire ML Engineers)

Zero (Included)

Smart Contract Security

High Risk (Unaudited)

Low Risk (Audited by Spearbit)

Multi-Chain Support

Custom per chain (Months of work)

Pre-built (Ethereum, Arbitrum, Base, Polygon)

Real-Time Data Feeds

Complex integration & maintenance

Managed service with 99.9% SLA

Ongoing Model Tuning

Continuous R&D cost & effort

Included with platform updates

Team Headcount

3-5 Engineers + Data Scientist

Your existing dev team

Total Cost of Ownership (Year 1)

$500K - $1.2M+

$75K - $200K

Focus

Infrastructure & Risk

Core Protocol & Growth

how-we-deliver
TRANSPARENT & PREDICTABLE

Our Delivery Process: From Model to Mainnet

We deliver production-ready, AI-optimized liquidity systems through a structured, milestone-driven process. Get from concept to live deployment with clear deliverables and guaranteed SLAs at every stage.

01

Phase 1: Strategy & Modeling

We analyze your target AMMs (Uniswap V3, Curve, Balancer) and tokenomics to define slippage tolerance and performance KPIs. Deliverables include a technical specification and a baseline slippage model.

1-2 weeks
Duration
Spec Doc + Model
Deliverables
02

Phase 2: AI Engine Development

Our team builds and trains custom ML models (LSTMs, Reinforcement Learning) on historical DEX data. We implement the core logic for predicting optimal routing and timing to minimize price impact.

2-3 weeks
Duration
Trained Model
Deliverables
03

Phase 3: Smart Contract Integration

We develop and audit secure Solidity smart contracts that interface with your AI engine and target DEX protocols. Includes gas optimization and integration with oracles like Chainlink.

2-3 weeks
Duration
Audited Contracts
Deliverables
04

Phase 4: Backend & API Layer

Deployment of a scalable backend service to host the AI model and a secure REST/WebSocket API for order execution. Built for high availability on AWS/GCP with 99.9% uptime SLA.

1-2 weeks
Duration
Live API Endpoint
Deliverables
05

Phase 5: Testing & Simulation

Rigorous testing on forked mainnet environments (using Foundry/Hardhat) and simulation against historical data to validate slippage reduction and economic safety before go-live.

1-2 weeks
Duration
Performance Report
Deliverables
06

Phase 6: Deployment & Monitoring

We manage the mainnet deployment and provide a real-time dashboard for monitoring slippage performance, costs, and system health. Includes 30 days of post-launch support.

< 1 week
Duration
Live System + Dashboard
Deliverables
AI Liquidity Slippage Minimization

Frequently Asked Questions

Get clear answers on how our AI-driven liquidity optimization service works, from integration to measurable outcomes.

Our proprietary AI models analyze real-time on-chain data, including order flow, liquidity depth across pools, and mempool transactions to predict price impact. Unlike static AMM curves, we dynamically route trades through the most efficient paths (including aggregators and concentrated liquidity pools) and can execute large orders in smaller, optimally-timed batches. This typically reduces slippage by 40-70% for trades over 0.5% of pool TVL compared to standard swaps.

ENQUIRY

Get In Touch
today.

Our experts will offer a free quote and a 30min call to discuss your project.

NDA Protected
24h Response
Directly to Engineering Team
10+
Protocols Shipped
$20M+
TVL Overall
NDA Protected Directly to Engineering Team