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Full-Stack Web3 dApp Development
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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

Fraud Detection AI Layer

A real-time, adaptive AI system that integrates machine learning with on-chain data feeds to identify anomalous transaction patterns and social engineering attacks for neobanks.
Chainscore © 2026
overview
RELIABLE FOUNDATION

Blockchain Infrastructure

Enterprise-grade node infrastructure and RPC services with 99.9% uptime SLA.

We provide fully managed, multi-chain node infrastructure so your team can focus on product development, not server maintenance. Our services include dedicated EVM and Solana RPC endpoints, archival nodes, and validator orchestration.

Deploy production-ready infrastructure in days, not months, with predictable costs and zero DevOps overhead.

  • Guaranteed Performance: 99.9% uptime SLA, <1 second latency, and 24/7 monitoring.
  • Multi-Chain Support: Ethereum, Polygon, Arbitrum, Solana, and other leading L1/L2 networks.
  • Security & Compliance: SOC 2 Type II compliant infrastructure with DDoS protection and private endpoints.
  • Developer Experience: Seamless integration, detailed analytics dashboards, and dedicated technical support.
key-features-cards
REAL-TIME PROTECTION

Core Capabilities of Our Fraud Detection AI

Our AI layer provides proactive, on-chain defense against sophisticated threats, reducing false positives and protecting user assets. Built for high-throughput DeFi and NFT platforms.

01

Real-Time Transaction Analysis

Analyzes pending mempool transactions with sub-100ms latency to identify and flag malicious patterns—like sandwich attacks or wash trading—before they are confirmed on-chain.

< 100ms
Analysis Latency
> 95%
Early Detection Rate
02

Wallet Reputation Scoring

Dynamic risk scoring for every interacting wallet based on historical behavior, funding sources, and association with known malicious entities (e.g., OFAC sanctions, mixer usage).

50+
Risk Signals
99.9%
Uptime SLA
03

Anomaly & Sybil Detection

Identifies coordinated attack clusters and Sybil wallets using on-chain graph analysis and ML models trained on billions of historical transactions across EVM chains.

10B+
Tx Analyzed
< 1%
False Positive Rate
04

Custom Rule Engine & Alerts

Deploy protocol-specific security rules (e.g., max deposit limits, geo-blocking) and receive instant alerts via Slack, Telegram, or webhook for suspicious activity.

2 weeks
Avg. Deployment
24/7
Monitoring
05

Smart Contract Exploit Prevention

Monitors for signature phishing, approval exploits, and logic vulnerabilities in real-time, integrating with wallet providers to block malicious interactions at the RPC level.

Zero-Day
Threat Coverage
SOC 2
Compliance
benefits
PROVEN RESULTS

Business Outcomes for Your Platform

Our Fraud Detection AI Layer delivers measurable improvements to your platform's security, user trust, and operational efficiency. Here’s what you can expect.

01

Drastically Reduce Fraudulent Transactions

Real-time analysis of on-chain and off-chain data to flag and block malicious activity before it impacts your users or treasury. We target a >95% reduction in successful fraud attempts for new clients.

>95%
Fraud Reduction
< 50ms
Detection Latency
02

Cut Operational & Support Costs

Automate manual review processes and reduce the volume of fraud-related customer support tickets. Our AI handles the first line of defense, freeing your team to focus on growth.

70%
Manual Review Saved
60%
Support Ticket Reduction
03

Enhance User Trust & Retention

A secure platform is a sticky platform. Proactive fraud protection directly improves user confidence, leading to higher retention rates and increased lifetime value (LTV).

25%+
Higher Retention
4.8/5
Trust & Safety Score
04

Maintain Compliance & Audit Readiness

Our system generates immutable, detailed logs of all risk assessments and actions taken. Stay prepared for regulatory inquiries and security audits with a complete forensic trail.

100%
Action Logged
SOC 2
Framework Aligned
05

Scale Securely with Zero Downtime

Architected for high throughput. Our detection layer scales horizontally with your platform, maintaining sub-50ms response times even during peak transaction volumes.

99.99%
Uptime SLA
10k+ TPS
Supported Throughput
06

Future-Proof Against Evolving Threats

Our models continuously learn from new attack vectors across our network. You benefit from collective intelligence, staying ahead of novel fraud patterns without constant manual updates.

Daily
Model Updates
1000+
Threat Signals Monitored
Choose Your Deployment Path

Implementation Tiers & Deliverables

Select the right level of integration and support for your fraud detection needs, from a foundational API to a fully managed, custom AI layer.

CapabilityAPI IntegrationManaged ServiceCustom AI Layer

Real-time Transaction Monitoring

Pre-built ML Model Library

Custom Model Training & Fine-tuning

On-chain & Off-chain Data Correlation

Dedicated Threat Intelligence Feed

Smart Contract Integration (SDK)

Basic

Advanced

Fully Custom

Deployment & Infrastructure

Your Cloud

Chainscore Cloud

Hybrid/On-prem

SLA & Uptime Guarantee

99.5%

99.9%

99.99%

Incident Response & Support

Community

24/7 Business Hours

24/7 Dedicated Engineer

Implementation Timeline

1-2 weeks

4-6 weeks

8-12 weeks

Starting Price (Annual)

$25K

$120K

Custom Quote

how-we-deliver
CLIENT-CENTRIC DEPLOYMENT

Our Integration & Development Process

A streamlined, four-phase approach designed for rapid, secure, and scalable integration of our Fraud Detection AI Layer into your Web3 application.

01

Discovery & Risk Assessment

We analyze your transaction patterns, user flows, and threat landscape to define a tailored detection strategy. Deliverables include a threat model and a prioritized risk matrix.

1-2 days
Initial Analysis
Custom Rules
Tailored Strategy
02

API Integration & Sandbox Testing

Seamless integration via RESTful APIs or WebSocket streams. We provide a dedicated sandbox environment with historical attack data for validation before mainnet deployment.

< 1 day
Integration Time
Real Data
Sandbox Testing
03

Model Training & Calibration

Our AI models are trained on your specific on-chain and off-chain data to identify anomalous patterns unique to your platform, reducing false positives.

7-10 days
Training Cycle
> 95%
Accuracy Target
04

Production Deployment & SLA Activation

Go-live with full monitoring, alerting, and our 99.9% uptime Service Level Agreement. Includes ongoing model retraining and 24/7 technical support.

99.9%
Uptime SLA
< 100ms
Avg. Response
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 OpenZeppelin libraries, formal verification, and multi-stage audits to mitigate risk before mainnet deployment.

  • Token Standards: ERC-20, ERC-721, ERC-1155, and custom implementations.
  • Protocol Logic: DEX/AMM pools, staking mechanisms, governance modules, and multi-sig wallets.
  • Deployment & Verification: Full suite from Hardhat/Foundry testing to mainnet deployment and Etherscan verification.

We deliver battle-tested contracts with 99.9% uptime SLAs, enabling you to launch new features or protocols in weeks, not months.

Technical & Commercial Details

Fraud Detection AI: Common Questions

Get specific answers on deployment, security, and integration for our AI-powered on-chain fraud detection layer.

Typical integration is 2-4 weeks from kickoff to production. For standard EVM chains (Ethereum, Polygon, Arbitrum), we provide a pre-configured SDK and API. The timeline includes data pipeline setup, model fine-tuning for your specific transaction patterns, and integration testing. Complex multi-chain deployments or custom rule engines may extend this 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