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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

EVM Smart Contract Fraud Analytics Platform

A real-time monitoring and analytics platform that detects fraudulent patterns in smart contract interactions across Ethereum, Polygon, Arbitrum, and other EVM chains. We deliver actionable alerts and risk scores to protect your platform.
Chainscore © 2026
overview
FULL-STACK ENGINEERING

Custom Blockchain Development

Build production-grade blockchain networks and applications tailored to your business logic.

We architect and deploy custom Layer 1/Layer 2 networks and smart contract ecosystems from the ground up. Our full-cycle development delivers a turnkey solution—from consensus design to mainnet launch.

  • Protocol Design: Custom EVM-compatible chains, Substrate/Cosmos SDK networks, and zk-rollup architectures.
  • Smart Contract Suite: Secure Solidity/Rust development for core logic, governance, and tokenomics.
  • Node Infrastructure: Managed validator sets, RPC endpoints, and block explorers with 99.9% uptime SLA.

Go from concept to mainnet in 8-12 weeks with our battle-tested development framework.

We implement enterprise-grade security from day one: formal verification, multi-signature governance, and comprehensive audit trails. Our deployments are built for scale, supporting thousands of TPS and seamless integration with existing enterprise systems.

key-features-cards
REAL-TIME THREAT IDENTIFICATION

Core Detection Capabilities

Our platform continuously monitors EVM transaction mempools and on-chain activity to identify and flag malicious intent before execution, protecting your protocol and users.

01

Real-Time Transaction Simulation

Pre-execution analysis of pending transactions to detect signature exploits, reentrancy attempts, and flash loan attacks before they impact your protocol.

< 50ms
Simulation Time
99.9%
Detection Accuracy
02

Smart Contract Vulnerability Detection

Automated scanning for 50+ known vulnerability patterns (e.g., access control flaws, oracle manipulation, logic errors) in both deployed and pending contract interactions.

50+
Vulnerability Patterns
24/7
Continuous Monitoring
03

Anomalous Behavior & Sybil Detection

Identify coordinated attack patterns, wash trading, and Sybil clusters through on-chain behavioral analysis and address graph mapping to prevent governance manipulation.

> 95%
Sybil Cluster Accuracy
Real-time
Graph Analysis
04

Rug Pull & Exit Scam Alerts

Monitor for liquidity removal, owner privilege abuse, and token minting events. Receive instant alerts on suspicious treasury movements and contract ownership changes.

Instant
Alerting
Multi-chain
Coverage
06

Compliance & Regulatory Pattern Monitoring

Flag transactions associated with sanctioned addresses, mixers (e.g., Tornado Cash), and other high-risk entities to maintain regulatory compliance for institutional clients.

OFAC
List Integration
Audit Trail
Full Compliance
benefits
ACTIONABLE INSIGHTS

Business Outcomes for Your Platform

Our EVM Smart Contract Fraud Analytics Platform delivers measurable results, turning raw blockchain data into a strategic asset for risk management and growth.

01

Real-Time Threat Detection

Monitor transactions across 15+ EVM chains with sub-2-second latency. Identify malicious patterns like flash loan attacks, wash trading, and rug pulls before they impact your users.

< 2 sec
Detection Latency
15+
EVM Chains
02

Reduce False Positives by 70%+

Our ML-powered classification engine analyzes transaction context and wallet history, dramatically reducing alert fatigue for your security team and focusing efforts on genuine threats.

70%+
Fewer False Alerts
ML-Powered
Classification
03

Compliance & Audit Readiness

Generate immutable, tamper-proof audit trails for every flagged transaction. Maintain compliance with evolving regulatory standards (FATF Travel Rule, MiCA) with automated reporting.

Automated
Reporting
Immutable
Audit Trail
04

Protect User Assets & Reputation

Proactively safeguard user funds by blocking high-risk interactions at the wallet or dApp interface level, building trust and reducing customer support burden from fraud incidents.

Proactive
Wallet Blocking
24/7
Protection
05

Data-Driven Product Decisions

Leverage clean, structured fraud intelligence to refine tokenomics, adjust fee structures, and design safer DeFi products based on actual on-chain behavior, not assumptions.

Structured
Risk Intelligence
Actionable
Insights
06

Slash Operational Costs

Replace manual transaction review and multiple point solutions with a unified platform. Reduce engineering months spent building in-house fraud detection by 80%.

80%
Faster Development
Unified
Platform
Infrastructure Decision Matrix

Build vs. Buy: Fraud Detection Analysis

A detailed comparison of the total cost, risk, and time investment required to develop and maintain an in-house EVM fraud analytics platform versus leveraging Chainscore's managed service.

FactorBuild In-HouseChainscore Platform

Time to Initial Deployment

6-12 months

2-4 weeks

Upfront Development Cost

$250K - $500K+

$0

Annual Maintenance & Ops Cost

$150K - $300K

Starts at $60K

Security Audit Burden

Your responsibility (High Risk)

Pre-audited, continuously monitored

Real-time Detection Coverage

Limited to custom rules

100+ pre-built heuristics + ML models

Cross-Chain Support (EVM)

Requires per-chain integration

Ethereum, Polygon, Arbitrum, Base, Optimism included

Team Expertise Required

Senior Solidity devs, data engineers, security researchers

Your existing team + our experts

Alert Response Time SLA

None (internal on-call)

Guaranteed < 1 hour (Enterprise)

Feature Updates & Protocol Support

Manual, delayed integration

Automatic, included with subscription

Total Year 1 Cost (Est.)

$400K - $800K+

$60K - $180K

how-we-deliver
CLIENT-CENTRIC DELIVERY

Our Implementation Process

A structured, transparent workflow designed for technical leaders. We deliver a production-ready fraud analytics platform in weeks, not months, with clear milestones and zero surprises.

01

Discovery & Threat Modeling

We analyze your smart contract ecosystem, tokenomics, and user flows to identify critical fraud vectors. This phase establishes the detection rules and risk parameters specific to your protocol.

2-3 days
Workshop Duration
10+
Risk Vectors Mapped
02

Platform Configuration & Integration

Our team deploys and configures the analytics engine, connects to your EVM RPC endpoints, and integrates real-time data feeds. We handle the infrastructure so your team can focus on core product development.

< 1 week
Initial Deployment
24/7
Data Ingestion
03

Custom Rule Development

We build and tune detection algorithms for your specific needs—from flash loan attack patterns and wash trading to governance manipulation and oracle exploits. Rules are deployed as upgradable modules.

Solidity 0.8+
Audit Standard
Real-time
Alert Latency
04

Testing & Validation

We simulate attack scenarios on a forked mainnet environment to validate detection accuracy and minimize false positives. This includes stress testing the alerting system under high-load conditions.

> 99%
Detection Accuracy
< 5%
False Positive Rate
05

Security Audit & Handoff

The entire platform and custom rules undergo a final security review. We provide comprehensive documentation, API keys, and training for your engineering and security teams.

Full Report
Documentation
SLA Included
Ongoing Support
06

Monitoring & Optimization

Post-launch, we provide continuous monitoring, performance dashboards, and quarterly reviews to adapt rules to new threats and optimize system performance as your protocol scales.

99.9%
Platform Uptime SLA
< 2 hrs
Critical Response Time
security
CORE SERVICE

Smart Contract Development

Secure, production-ready smart contracts built for scale and compliance.

We architect and deploy custom smart contracts that power your core business logic. Our development process is built on security-first principles, utilizing formal verification, comprehensive test suites, and industry-standard audit patterns from OpenZeppelin. We deliver contracts that are gas-optimized, upgradeable, and ready for mainnet deployment.

From tokenization to complex DeFi protocols, we ensure your on-chain logic is robust and future-proof.

  • Custom Token Standards: ERC-20, ERC-721, ERC-1155, and bespoke implementations.
  • DeFi & DAO Tooling: Automated market makers, staking pools, governance modules, and multi-sig wallets.
  • Security & Audits: Pre-deployment audits, Slither/MythX analysis, and post-deployment monitoring.
  • Full Lifecycle Support: Development, deployment, verification on Etherscan, and ongoing maintenance.
EVM Fraud Analytics

Frequently Asked Questions

Get clear answers about our platform's capabilities, implementation, and security.

Our platform identifies over 50 distinct threat vectors in real-time, including flash loan attacks, price oracle manipulation, reentrancy, front-running, governance exploits, and complex multi-step MEV strategies. We analyze transaction patterns, contract interactions, and on-chain data to flag suspicious activity before funds are drained.

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