We architect and deploy battle-tested smart contracts that form the immutable backbone of your Web3 application. Our development process ensures zero vulnerabilities in production, leveraging formal verification and multi-layered audits.
LABS
Services
Cross-Chain Behavioral Pattern Engine
An AI system that clusters and analyzes wallet activity across multiple blockchains to map sophisticated actor networks, detect coordinated market manipulation, and identify emerging investment strategies.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built for speed, security, and scale.
From tokenomics to complex DeFi logic, we translate your business requirements into gas-optimized, upgradeable code.
- Standard & Custom Tokens:
ERC-20,ERC-721,ERC-1155with custom minting, vesting, and governance modules. - DeFi & dApps: Custom AMMs, lending protocols, staking systems, and NFT marketplaces.
- Security First: Built with OpenZeppelin standards, tested with Foundry/Hardhat, audited by top firms.
- Full Lifecycle: Development, deployment, verification, and ongoing maintenance with a 99.9% uptime SLA.
key-features-cards
PRECISION INSIGHTS FOR WEB3 GROWTH
Core Capabilities of Our Pattern Engine
Our Cross-Chain Behavioral Pattern Engine transforms raw on-chain data into actionable intelligence, enabling data-driven decisions for user acquisition, retention, and risk management.
benefits
FROM RAW DATA TO STRATEGIC ADVANTAGE
Actionable Intelligence for Your Business
Our Cross-Chain Behavioral Pattern Engine transforms fragmented on-chain data into clear, actionable insights. Move beyond simple analytics to understand user intent, predict market movements, and automate high-impact decisions.
01
Real-Time User Intent Analysis
Identify and categorize user behavior across 20+ blockchains in real-time. Detect patterns like yield farming migrations, NFT minting waves, and protocol switching to anticipate market trends and user needs.
< 1 sec
Latency
20+
Chains Monitored
02
Predictive Risk & Opportunity Scoring
Proprietary algorithms score wallet clusters and protocol interactions for risk (e.g., exploit likelihood, wash trading) and opportunity (e.g., early adopter signals, liquidity shifts).
95%
Accuracy Rate
50+
Risk Factors
03
Automated Alerting & Workflow Integration
Set custom triggers for specific behavioral patterns. Receive instant alerts via Slack, Discord, or webhook and automate responses in your dApp, CRM, or trading systems.
24/7
Monitoring
10+
Integration Endpoints
04
Customizable Dashboards & Reporting
Build tailored dashboards for your team—from executive-level KPI summaries for leadership to granular, developer-focused data feeds. Export reports for compliance and investor updates.
Pre-built
Templates
API-first
Architecture
05
Smart Money & Whale Tracking
Track and analyze movements of top-performing wallets and institutional entities. Understand where capital is flowing before major market moves to inform your strategy.
100k+
Tracked Entities
Real-time
Flow Analysis
06
Compliance-Ready Behavioral Audits
Generate immutable, timestamped reports of user interaction patterns for regulatory compliance (Travel Rule, AML) and internal security audits. Built with data provenance and integrity.
Immutable
Audit Trail
GDPR-ready
Data Handling
The Infrastructure Decision for CTOs
Build vs. Buy: Developing In-House vs. Our Engine
A data-driven comparison of the total cost, risk, and time investment required to build a cross-chain behavioral analytics engine internally versus leveraging Chainscore's production-ready platform.
| Key Factor | Build In-House | Chainscore Engine |
|---|---|---|
Time to Production-Ready MVP | 6-12 months | 4-8 weeks |
Initial Development Cost | $250K - $600K+ | $50K - $150K |
Annual Maintenance & DevOps | $120K - $300K | Included in SLA |
Security & Audit Overhead | High (unaudited, custom risk) | Low (pre-audited, battle-tested) |
Cross-Chain Data Coverage | Manual integration per chain | 20+ EVM & non-EVM chains pre-integrated |
Pattern Detection Models | Requires ML/data science team | 50+ pre-built models (MEV, wash trading, etc.) |
Real-time Alert Latency |
| < 1 second (optimized pipelines) |
Team Composition Needed | 5-10 Sr. Engineers + Data Scientists | 1-2 Integration Engineers |
Uptime & Reliability SLA | Your responsibility (target 99%) | 99.9% Guaranteed SLA |
Total Cost of Ownership (Year 1) | $370K - $900K+ | $80K - $200K |
how-we-deliver
ENGINEERED FOR SCALE
Our Delivery Methodology
We deliver production-ready cross-chain intelligence through a structured, security-first process designed for rapid integration and measurable impact.
01
Architecture & Design Sprint
We begin with a collaborative 1-week sprint to define your target chains (EVM, Solana, Cosmos), user behavior models, and data ingestion requirements. This ensures the engine aligns with your specific use case for DeFi, gaming, or identity.
1 week
Design Sprint
5+ chains
Architecture Scope
02
Secure Data Pipeline Development
Our team builds resilient, real-time indexers and RPC aggregators to ingest on-chain data. We implement data validation, anomaly detection, and privacy-preserving techniques to ensure integrity and compliance from day one.
< 2 sec
Data Latency
99.9%
Pipeline Uptime
03
Pattern Engine Core Implementation
We develop the behavioral analytics core using machine learning models trained on anonymized, multi-chain transaction graphs. The engine identifies patterns like wash trading, sybil clusters, and protocol-specific user journeys.
10M+
Addresses Analyzed
Custom ML
Model Type
04
Integration & Deployment
We deliver a fully documented API (REST/WebSocket) or SDK for seamless integration into your application. Deployment includes load testing, security review, and a 2-week stabilization period with dedicated support.
2 weeks
Deployment Timeline
Full SLA
Post-Launch Support
security-compliance
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built by Web3 experts.
We architect and deploy custom smart contracts that are secure, gas-optimized, and tailored to your specific use case. Our development process is built on a foundation of OpenZeppelin standards and comprehensive audit practices to mitigate risk from day one.
Deliver a market-ready product in as little as 2-4 weeks, not months. We focus on rapid iteration and clear deliverables.
- Protocols & Standards:
ERC-20,ERC-721,ERC-1155,ERC-4626, and custom logic. - Security First: Multi-stage review, formal verification tools, and pre-audit readiness.
- Measurable Outcomes: Gas savings up to 40%, 99.9% uptime SLAs, and seamless mainnet deployment.
Cross-Chain Behavioral Pattern Engine
Frequently Asked Questions
Get clear answers on how our behavioral analytics engine integrates, scales, and drives results for your Web3 application.
Our engine integrates via a lightweight API or SDK, requiring no major changes to your core infrastructure. We connect directly to your application's on-chain events and, with permission, relevant off-chain data sources. Typical integration is completed in 1-2 weeks, with our team handling the data pipeline setup and initial model calibration for your specific use case.
ENQUIRY
Get In Touch
today.
Our experts will offer a free quote and a 30min call to discuss your project.
NDA Protected
Confidentiality24h Response
Time to ValueDirectly to Engineering Team
No Sales Fluff10+
Protocols Shipped
$20M+
TVL Overall