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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

MEV Quantification AI Dashboard

A custom AI-powered dashboard that quantifies MEV extracted from your protocol or wallet's historical activity. Provides clear, actionable metrics for treasury management, security audits, and strategic risk assessment.
Chainscore © 2026
overview
CORE SERVICE

Smart Contract Development

Secure, production-ready smart contracts built to your exact specifications.

We architect, develop, and audit custom Solidity and Rust smart contracts that form the backbone of your Web3 product. Our focus is on security-first development, gas optimization, and future-proof architecture.

From a 2-week MVP to a complex multi-chain DeFi system, we deliver battle-tested code that executes flawlessly.

  • Custom Logic: ERC-20, ERC-721, ERC-1155, staking, governance, bridges, and bespoke DeFi primitives.
  • Security & Audits: Development with OpenZeppelin standards, followed by internal audits and preparation for third-party review.
  • Full Lifecycle: Development, deployment, verification, and ongoing maintenance with 99.9% uptime SLAs.
key-features-cards
ENTERPRISE-GRADE INSIGHTS

Core Capabilities of Your Custom MEV Dashboard

Our custom MEV Quantification AI Dashboards deliver actionable intelligence, not just raw data. Built for trading desks, protocols, and funds that need to quantify risk, optimize execution, and capture strategic opportunities.

01

Real-Time MEV Flow Detection

Monitor and classify MEV activity across 15+ EVM chains in real-time. Identify sandwich attacks, arbitrage, liquidations, and novel strategies as they happen, with sub-2-second latency for critical alerts.

< 2 sec
Alert Latency
15+
EVM Chains
02

Profit & Loss Attribution Engine

Precisely quantify extracted and lost value per wallet, strategy, and protocol. Our AI models attribute P&L to specific MEV events, providing clear ROI metrics for your treasury or trading operations.

99.5%
Attribution Accuracy
$0.01
Granularity
03

Custom Strategy Simulation & Backtesting

Model the impact of new validator strategies or protocol changes before deployment. Backtest against 12+ months of historical MEV data to forecast profitability and systemic risk.

12+ months
Historical Data
Simulate
Any Strategy
04

Seer-Specific Risk Analytics

Go beyond generic metrics. Analyze validator-specific performance, compliance with OFAC sanctions, and propose slashing risks. Identify which seers are capturing or leaking your protocol's value.

900,000+
Validators Tracked
Real-time
OFAC Monitoring
05

API-First Data Integration

Integrate clean, normalized MEV data directly into your internal systems, trading bots, or risk models. WebSocket streams and REST APIs built for programmatic access at scale.

99.9%
API Uptime SLA
< 100ms
P95 Response
06

White-Label Reporting & Alerts

Generate branded reports for stakeholders and institutional clients. Configure custom alert rules for anomalous MEV activity, threshold breaches, or emerging attack vectors.

Fully Custom
Branding
10+
Alert Channels
benefits
ACTIONABLE INTELLIGENCE

Business Outcomes: From Data to Strategic Action

Our MEV Quantification AI Dashboard translates complex blockchain data into clear, executable strategies. Move beyond raw metrics to drive measurable improvements in protocol security, user experience, and revenue.

01

Real-Time MEV Threat Detection

Identify and quantify sandwich attacks, arbitrage, and liquidation opportunities as they happen on-chain. Proactively protect your users and protocol treasury from extractive value loss.

< 2 sec
Alert Latency
99.5%
Detection Accuracy
02

Gas Fee Optimization Insights

Pinpoint inefficient transaction patterns and bot activity driving up user costs. Implement data-backed changes to your mempool strategy and transaction batching to reduce average fees by 15-40%.

15-40%
Avg. Fee Reduction
24/7
Pattern Monitoring
03

Validator & Sequencer Performance Analytics

Audit the performance and fairness of your network validators or rollup sequencers. Ensure maximal extractable value (MEV) is being distributed ethically and identify candidates for delegation or slashing.

100%
On-Chain Transparency
Custom KPIs
Tailored Reporting
04

Strategic Treasury Management

Quantify MEV revenue opportunities and risks specific to your protocol's treasury. Develop automated strategies for yield generation and hedging, turning a passive asset into an active revenue stream.

Data-Driven
Strategy Formulation
Multi-Chain
Portfolio View
05

Compliance & Reporting Automation

Generate auditable reports on MEV flows, validator rewards, and user protection metrics. Simplify regulatory compliance and stakeholder reporting with automated, verifiable data exports.

Automated
Report Generation
SEC/GDPR
Framework Ready
The Infrastructure Decision for Data-Driven Teams

Build vs. Buy: Why a Custom Chainscore Dashboard Wins

A direct comparison of the time, cost, and risk involved in developing an in-house MEV dashboard versus deploying a custom Chainscore solution.

Evaluation FactorBuild In-HouseChainscore Custom Dashboard

Time to Production-Ready Dashboard

6-12 months

4-8 weeks

Initial Development Cost

$200K - $500K+

$50K - $150K

Core AI/ML Model Development

Required from scratch

Pre-trained, fine-tuned for your data

Real-time Data Pipeline (EVM Chains)

Build & maintain infrastructure

Managed service included

Security & Audit Overhead

High (unaudited custom code)

Low (audited core, SOC 2 compliant)

Ongoing Model Maintenance & Updates

Dedicated data science team

Included in optional SLA

Custom Alerting & Notification Logic

Custom development required

Configurable UI & API endpoints

Support & Incident Response

Internal team only

24/7 SRE team with <1hr SLA

Total Cost of Ownership (Year 1)

$300K - $750K+

$75K - $200K

how-we-deliver
TRANSPARENT & PREDICTABLE

Our Development Process: From Discovery to Deployment

We follow a structured, sprint-based approach to deliver your MEV Quantification AI Dashboard on time and to spec. Each phase is designed for maximum transparency and client collaboration.

01

1. Discovery & Strategy

We conduct a technical deep-dive to define your specific MEV data requirements, success metrics, and integration points with your existing blockchain infrastructure.

2-3 days
Workshop Duration
Clear Spec
Deliverable
02

2. Architecture & Design

Our architects design a scalable data pipeline and dashboard UI/UX, selecting optimal data sources (EigenPhi, Flashbots Protect, on-chain) and visualization frameworks.

1 week
Design Sprint
API-First
Approach
03

3. Core Development Sprint

Engineers build the data ingestion layer, MEV classification algorithms, and interactive dashboard components using Python, React, and Web3 libraries.

2-3 weeks
Per Sprint
Daily Syncs
Communication
04

4. Security & Testing

We implement unit and integration tests for data accuracy, conduct performance load testing, and complete a final security review of the entire data pipeline.

100% Coverage
Critical Paths
Pen Tested
Security
05

5. Staging & Client Review

Your dashboard is deployed to a staging environment for your team to test with real or simulated data. We incorporate your feedback before final launch.

1 week
Review Window
Unlimited Revisions
Included
06

6. Production Deployment & Support

We handle the production deployment, provide comprehensive documentation, and offer ongoing support and maintenance plans to ensure long-term performance.

99.9% SLA
Uptime
24/7 Monitoring
Included
security-compliance
FULL-STACK INFRASTRUCTURE

Custom Blockchain Development

End-to-end blockchain infrastructure tailored for your specific business logic and scalability needs.

We architect and deploy custom blockchain solutions from the ground up. Our full-stack approach delivers a production-ready system, not just a proof-of-concept. We handle everything from core protocol design to node orchestration and API gateways.

Deliver a secure, scalable foundation for your token economy, DeFi protocol, or enterprise application in 8-12 weeks.

Our development process is built on proven patterns:

  • Consensus & Protocol Design: Custom PoA, PoS, or BFT consensus for your network's governance and security requirements.
  • Smart Contract Layer: Core business logic in Solidity, Rust (Solana), or Move (Aptos/Sui) with formal verification.
  • Node Infrastructure: High-availability validator nodes with 99.9% uptime SLAs and automated failover.
  • Integration APIs: REST and WebSocket APIs for seamless connection to your existing front-end and back-end systems.
MEV Quantification AI Dashboard

Frequently Asked Questions

Get clear answers on how our AI-powered dashboard delivers actionable MEV insights for your protocol.

Our dashboard ingests and correlates data from on-chain mempools, finalized blocks, and decentralized exchange liquidity pools across Ethereum, Arbitrum, Optimism, and Base. We process over 10 million transactions daily to identify patterns in sandwich attacks, arbitrage, and liquidations, providing a comprehensive view of MEV activity impacting your protocol.

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