We architect and deploy custom smart contracts on EVM and Solana that are secure, gas-optimized, and tailored to your specific business logic. Our process ensures faster time-to-market with a typical MVP delivered in 2-4 weeks.
EVM Wallet Behavior Analytics Engine
Smart Contract Development
Secure, production-ready smart contracts built by Web3 experts to power your decentralized applications.
Every contract undergoes rigorous security analysis, including formal verification and third-party audits, to protect your assets and users.
- Security-First Development: Built with
Solidity 0.8+andOpenZeppelinlibraries, following industry best practices. - Full Lifecycle Support: From initial design and testing to deployment, monitoring, and upgrade management.
- Protocol Specialization: Expertise in
ERC-20,ERC-721,ERC-1155, DeFi primitives, and custom governance systems.
Core Capabilities of Our Analytics Engine
Our EVM Wallet Behavior Analytics Engine transforms raw on-chain data into strategic intelligence. We deliver quantifiable metrics and predictive models that drive user acquisition, retention, and risk management for DeFi protocols, NFT platforms, and crypto startups.
Wallet Profiling & Segmentation
Automatically classify wallets into precise behavioral cohorts (e.g., whales, arbitrageurs, NFT flippers, liquidity providers) based on historical transaction patterns, asset holdings, and protocol interactions. Enables hyper-targeted marketing and personalized product experiences.
Predictive Churn & Acquisition Modeling
Identify wallets at high risk of leaving your protocol and predict high-value acquisition targets. Our ML models analyze engagement signals and cross-protocol activity to forecast user lifetime value (LTV) with over 85% accuracy, allowing proactive intervention.
Sybil & Fraud Detection
Detect coordinated wallet clusters, airdrop farmers, and fraudulent activity patterns using graph analysis and anomaly detection. Protect your token distribution, governance votes, and incentive programs from manipulation. Integrates with existing security stacks.
Cross-Chain Activity Aggregation
Unified view of wallet behavior across Ethereum, Polygon, Arbitrum, Optimism, and Base. Correlate activity and asset flows across L2s and sidechains to understand true user engagement and capital allocation strategies, eliminating data silos.
Custom Metric & Dashboard Development
We build and maintain your proprietary Key Performance Indicators (KPIs) and executive dashboards. Track metrics like Protocol-Specific User Engagement, Wallet Health Score, or Capital Efficiency directly in your BI tools (Tableau, Looker) or via our API.
Smart Alerting & Webhook Integration
Configure real-time alerts for critical wallet behaviors: large withdrawals, whale accumulation, or pattern deviations. Deliver alerts directly to your CRM, Slack, or data warehouse to trigger automated workflows or manual follow-ups instantly.
Business Outcomes: Secure Growth & Operational Efficiency
Our EVM Wallet Behavior Analytics Engine translates raw on-chain data into strategic advantages. Move beyond basic metrics to drive user acquisition, mitigate risk, and optimize operations with precision.
Proactive Fraud & Risk Mitigation
Identify and flag anomalous wallet behavior—like wash trading, money laundering patterns, or bot activity—in real-time. Protect your platform's integrity and reduce exposure to malicious actors before they impact your business.
Enhanced User Segmentation & Targeting
Classify wallets by on-chain persona (e.g., DeFi power user, NFT collector, casual trader) to personalize marketing, tailor product features, and design targeted incentive programs that drive higher engagement and retention.
Optimized Treasury & Liquidity Management
Gain predictive insights into capital flows, user withdrawal patterns, and protocol health. Make data-driven decisions for liquidity provisioning, fee structure optimization, and treasury diversification to maximize yield and stability.
Accelerated Compliance & Reporting
Automate the generation of auditable trails for transaction history, fund sourcing (SoF), and wallet clustering. Streamline regulatory reporting and internal audits with structured, query-ready data exports.
Superior Product & Feature Validation
A/B test new features by analyzing wallet cohort behavior. Validate product-market fit, measure feature adoption impact on key metrics (TVL, volume), and prioritize your roadmap based on actual user activity.
Competitive Intelligence & Market Positioning
Benchmark your protocol's wallet activity, user loyalty, and capital efficiency against competitors. Identify market gaps, uncover strategic opportunities, and position your offering based on hard data.
Build vs. Buy: The Infrastructure Trade-off
A detailed comparison of the total cost, risk, and time investment required to develop and maintain a production-grade analytics engine in-house versus leveraging Chainscore's managed service.
| Factor | Build In-House | Chainscore |
|---|---|---|
Time to Production | 6-12 months | 2-4 weeks |
Initial Development Cost | $250K - $500K+ | $15K - $50K |
Ongoing Maintenance (Annual) | $150K - $300K | $30K - $100K (SLA) |
Security & Audit Overhead | High (Unaudited Code Risk) | Low (Pre-Audited, SOC 2 Compliant) |
Data Pipeline Complexity | Your team builds & scales | Fully managed, auto-scaling |
Real-time Alerting & ML Models | Requires separate R&D | Included with 90+ pre-built signals |
Multi-Chain Support (EVM) | Per-chain integration effort | Unified API for 15+ chains |
Team Expertise Required | Senior Data + Blockchain Engineers | Your existing team + our experts |
Uptime & Reliability SLA | Your responsibility | 99.9% Guaranteed |
Total Cost of Ownership (Year 1) | $400K - $800K+ | $45K - $150K |
Blockchain Infrastructure Consulting
Strategic guidance to build, scale, and optimize your core Web3 stack.
We architect resilient, cost-effective infrastructure tailored to your protocol's needs. Our audits identify risks in your node setup, RPC configuration, and data indexing strategy before they impact users.
- Node Strategy: Optimize for 99.9% uptime and sub-second latency across
EVM,Solana, orCosmoschains. - Cost Analysis: Model and reduce infrastructure spend by 30-50% with efficient provider selection.
- Security Review: Assess validator security, key management, and disaster recovery plans.
Move from fragile, ad-hoc setups to a production-grade foundation designed for scale and compliance.
Frequently Asked Questions for Technical Decision-Makers
Technical details and commercial considerations for integrating our Wallet Behavior Analytics Engine into your product.
A standard integration takes 2-3 weeks from kickoff to production deployment. This includes environment setup, SDK/API integration, dashboard configuration, and a pilot data sync. Complex custom models or multi-chain rollups may extend this to 4-5 weeks. We provide a detailed project plan on day one.
Get In Touch
today.
Our experts will offer a free quote and a 30min call to discuss your project.