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
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

Real-Time Transaction Anomaly Engine

Continuous monitoring for suspicious transaction patterns (front-running, wash trading, flash loan attacks) across live EVM and Solana contracts, triggering alerts within seconds.
Chainscore © 2026
overview
FULL-STACK ENGINEERING

Custom Blockchain Development

End-to-end blockchain solutions built for scale, security, and speed-to-market.

We architect and deploy production-grade blockchain systems from the ground up. Our full-cycle development delivers custom L1/L2 chains, sidechains, and application-specific rollups optimized for your unique transaction volume and business logic.

  • Protocol Design: Consensus mechanisms, tokenomics, and governance models.
  • Core Development: Rust/Solidity-based node clients, smart contract layers, and cross-chain bridges.
  • Infrastructure: RPC nodes, block explorers, indexers, and validator networks.
  • Security First: Formal verification, audit preparation, and mainnet-ready deployment.

Go from concept to mainnet with a dedicated team that has launched 50+ live networks. We provide the technical leadership to build your foundational layer.

key-features-cards
A MULTI-LAYERED DEFENSE

How Our Anomaly Detection Engine Works

Our engine combines on-chain monitoring, behavioral analysis, and machine learning to detect and mitigate threats in real-time, protecting your platform's assets and reputation.

01

Real-Time On-Chain Monitoring

Continuously scans every transaction across supported EVM chains (Ethereum, Polygon, Arbitrum) for suspicious patterns like flash loan attacks, price oracle manipulation, and smart contract exploits.

< 100ms
Detection Latency
24/7
Monitoring
02

Behavioral & Reputation Analysis

Analyzes wallet interaction history, transaction frequency, and counterparty reputation to identify anomalous behavior that static rules miss, such as newly funded wallets executing complex DeFi attacks.

10M+
Wallets Profiled
99.5%
Accuracy
03

Adaptive Machine Learning Models

Self-improving ML models trained on billions of historical transactions automatically adapt to new attack vectors, reducing false positives and catching sophisticated, novel threats.

Daily
Model Updates
40%
Fewer False Alerts
04

Automated Risk Scoring & Alerts

Assigns a dynamic risk score (0-100) to every transaction and wallet. Triggers instant, configurable alerts via Slack, Discord, or webhooks for high-risk events, enabling rapid response.

< 2 sec
Alert Delivery
5-Tier
Risk Scoring
05

Smart Contract Vulnerability Detection

Proactively scans for known vulnerability patterns (reentrancy, integer overflow) in your deployed contracts and flags interactions that attempt to exploit them, acting as a runtime security layer.

50+
Vulnerability Patterns
OWASP
Standards
benefits
TANGIBLE RESULTS

Business Outcomes: Security as a Competitive Advantage

Our Real-Time Transaction Anomaly Engine delivers measurable security outcomes that directly enhance your product's market position and user trust.

01

Proactive Threat Neutralization

Detect and block malicious transactions (flash loan attacks, MEV exploits, wash trading) in real-time before they impact your protocol. Reduces incident response time from hours to milliseconds.

< 100ms
Threat Detection
> 95%
False Positive Reduction
02

Enhanced User Trust & Retention

Provide users with transparent, real-time security validation for every transaction. This demonstrable safety layer increases user confidence and reduces churn from security incidents.

40%+
Higher User Trust Score
25%
Lower Support Tickets
03

Regulatory & Compliance Readiness

Automated, auditable logs of all anomaly detection events and risk assessments. Streamlines compliance with emerging DeFi regulations (e.g., Travel Rule, AML) and security audits.

100%
Audit Trail Coverage
70% Faster
Audit Preparation
04

Reduced Operational & Insurance Costs

Minimize financial losses from exploits and fraud. Demonstrating proactive risk management can significantly lower protocol insurance premiums and operational overhead.

90%+
Incident Cost Reduction
30-50%
Potential Insurance Savings
05

Market Differentiation

Integrate real-time security alerts and health dashboards directly into your UI. Turn security from a hidden cost into a visible, marketable feature that attracts sophisticated users and institutions.

Key Feature
For Institutional Onboarding
Competitive
MoAT (Moat of Assets)
06

Faster, Safer Feature Launches

Deploy new smart contract functions or financial products with an embedded security monitor. Accelerate development cycles by catching logic flaws and economic vulnerabilities during testing and live rollout.

2-4 Weeks
Faster Go-to-Market
Pre-Launch
Risk Simulation
Tier Comparison

Detection Capabilities & Performance Specifications

Compare the anomaly detection features, performance, and support levels across our service tiers to match your project's security and operational requirements.

Detection CapabilityStarterProfessionalEnterprise

Real-Time Transaction Monitoring

Smart Contract Exploit Detection

MEV & Front-Running Detection

Sybil Attack & Wash Trading Detection

Custom Rule Engine & Alerting

Detection Latency

< 5 seconds

< 2 seconds

< 500ms

Historical Analysis Depth

30 days

90 days

Unlimited

API Rate Limit

100 req/min

1,000 req/min

Custom

Dedicated Security Engineer Support

SLA & Incident Response Time

Best Effort

< 1 hour

< 15 minutes

Starting Price (Monthly)

$999

$4,999

Custom

how-we-deliver
CORE SERVICE

Smart Contract Development

Secure, production-ready smart contracts built by Web3 experts to power your dApp.

We architect and deploy audit-ready smart contracts for DeFi, NFTs, DAOs, and enterprise applications. Our team specializes in Solidity and Rust, implementing best practices from OpenZeppelin and Solana to ensure security and gas efficiency from day one.

  • Custom Logic: Tailored tokenomics, staking mechanisms, and governance systems.
  • Security-First: Rigorous testing with Foundry/Hardhat and pre-audit reviews.
  • Full Lifecycle: Development, deployment, verification, and upgrade management on EVM or Solana.

Deliver a secure, scalable foundation for your protocol in 4-6 weeks, with documented code and a clear path to mainnet launch.

Infrastructure Decision Matrix

Build vs. Buy: In-House Monitoring vs. Chainscore Engine

A detailed comparison of the time, cost, and risk involved in building a real-time anomaly detection system internally versus leveraging our production-ready engine.

Key FactorBuild In-House TeamChainscore Engine

Time to Production

6-12+ months

4-8 weeks

Upfront Development Cost

$250K - $500K+

$0 (No setup fees)

Detection Model Quality

Requires specialized ML/on-chain data science team

Pre-trained on 100M+ transactions across 15+ chains

Supported Chains & Protocols

Limited to initial build scope; scaling adds complexity

Ethereum, Polygon, Arbitrum, Base, Solana, and 10+ others

Security & Audit Overhead

High (Custom code requires ongoing audits)

Managed (SOC 2 compliant, undergoes quarterly audits)

24/7 Monitoring & Alerting

Requires dedicated SRE/DevOps team

Included with 99.9% uptime SLA

False Positive Rate

Typically 15-25% during tuning phase

< 5% industry benchmark

Ongoing Maintenance (Annual)

$150K - $300K in engineering resources

Starts at $60K (fully managed service)

Integration Complexity

High (Custom API, data pipelines, dashboards)

Low (REST API, webhooks, pre-built Grafana dashboards)

Total Cost of Ownership (Year 1)

$400K - $800K+

$60K - $180K

Real-Time Transaction Anomaly Engine

Frequently Asked Questions

Get clear answers on deployment, security, and integration for our enterprise-grade anomaly detection service.

Typical deployment is 2-4 weeks from kickoff to production. This includes integration with your existing node infrastructure, configuration of initial detection rules, and a phased rollout. For complex multi-chain environments, timelines may extend to 6-8 weeks.

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
Real-Time Transaction Anomaly Engine | Chainscore Labs | ChainScore Guides