We build the foundational layer for your Web3 product. Our infrastructure ensures 99.9% uptime SLA, sub-second transaction finality, and seamless integration with major networks like Ethereum, Polygon, and Solana.
LABS
Services
AI-Powered Portfolio Recommendation Engine
We develop mobile portfolio tracker apps with integrated AI/ML models that deliver personalized yield strategy recommendations and risk-adjusted rebalancing insights for your users.
Chainscore © 2026
overview
FOUNDATION
Blockchain Infrastructure Development
Enterprise-grade blockchain infrastructure for high-throughput, secure Web3 applications.
- Node & Validator Management: Automated deployment, monitoring, and failover for RPC nodes and validators.
- API & Indexing Services: High-performance REST and WebSocket APIs with real-time data indexing.
- Security-First Architecture: Multi-cloud redundancy, DDoS protection, and regular security audits.
Deploy a production-ready infrastructure stack in under 2 weeks, eliminating months of DevOps overhead and capital expenditure.
key-features-cards
ARCHITECTURE
Core Engine Capabilities We Build
We engineer production-ready portfolio engines with institutional-grade data pipelines and risk models, delivering actionable insights that drive user engagement and retention.
01
Multi-Chain Portfolio Aggregation
Real-time aggregation of on-chain positions, DeFi yields, and NFT holdings across Ethereum, Solana, and L2s. We build custom indexers for accurate, unified portfolio views.
15+
Networks Supported
< 5 sec
Data Sync
02
AI-Powered Risk & Return Modeling
Custom ML models for volatility prediction, impermanent loss simulation, and yield optimization. We implement backtesting frameworks to validate strategy performance.
100+
Risk Factors
95%
Model Accuracy
03
Personalized Recommendation Engine
Dynamic, on-chain behavior-based suggestion system. We build algorithms that analyze wallet history to surface relevant DeFi opportunities and portfolio rebalancing actions.
40%
Avg. Engagement Lift
Real-time
Personalization
04
Institutional Data Feeds & Oracles
Integration of premium on/off-chain data (Token Terminal, Dune, CoinMetrics) with custom oracle design for secure, low-latency price and analytics feeds.
99.9%
Feed Uptime
< 1 sec
Latency SLA
05
Gas-Optimized Execution Layer
Smart contract systems for automated portfolio actions: batch swaps, limit orders, and yield harvesting. Built with Solidity 0.8+ and OpenZeppelin security patterns.
30%
Avg. Gas Savings
Audited
Security
06
Compliance & Reporting Dashboard
White-label dashboards with P&L tracking, tax lot accounting, and regulatory reporting features. We ensure data architecture supports future compliance requirements.
Custom
White-label
SOC 2
Framework Ready
benefits
MEASURABLE RESULTS
Business Outcomes for Your App
Our AI-Powered Portfolio Recommendation Engine delivers concrete, data-driven advantages that directly impact your bottom line and user growth.
01
Increased User Engagement & Retention
Drive daily active users with personalized, actionable insights. Our engine analyzes on-chain behavior and market signals to surface relevant opportunities, keeping users returning to your platform.
40%+
Higher Session Duration
25%+
Improved Retention
02
Enhanced Revenue from Fee Capture
Convert recommendations into executed trades. By integrating with your DEX aggregator or wallet, we create seamless pathways that increase transaction volume and associated protocol fees.
3-5x
Higher Conversion Rate
15-30%
Increase in Fee Revenue
03
Reduced Time-to-Market & Development Cost
Launch a sophisticated, production-ready engine in weeks, not years. We provide the complete ML pipeline, smart contract integration, and front-end components, saving you 6-12 months of R&D.
< 8 weeks
To Production
$500K+
R&D Cost Saved
04
Competitive Differentiation & Trust
Stand out with transparent, non-custodial AI. Our explainable models and on-chain verifiable logic build user trust, positioning your app as a leader in intelligent DeFi.
100%
Non-Custodial
Audited
Smart Contracts
05
Scalable, Real-Time Data Infrastructure
Handle millions of data points with sub-second latency. Our engine is built on scalable data pipelines that process live blockchain, DEX, and social sentiment data, ensuring recommendations are always current.
< 1 sec
Recommendation Latency
99.9%
Data Uptime SLA
06
Actionable Portfolio Analytics Dashboard
Provide institutional-grade insights to retail and pro users. Beyond recommendations, we deliver deep analytics on portfolio health, risk exposure, and performance attribution.
50+
Analytics Metrics
Custom
White-Label UI
Structured Implementation for Your AI-Powered Portfolio Engine
Phased Development Roadmap
A transparent, milestone-driven approach to building and deploying your custom AI recommendation engine, from MVP to enterprise scale.
| Development Phase | Core Deliverables | Timeline | Investment |
|---|---|---|---|
Phase 1: Foundation & MVP | Custom risk profiling model, basic asset recommendation API, on-chain data integration for 3 chains | 4-6 weeks | $25K - $40K |
Phase 2: Enhanced Intelligence | Multi-strategy portfolio engine, advanced ML model training, real-time market sentiment analysis | 6-8 weeks | $40K - $65K |
Phase 3: Scale & Automation | Full-stack dApp with wallet integration, automated rebalancing smart contracts, cross-chain compatibility | 8-10 weeks | $65K - $100K |
Phase 4: Enterprise Launch | White-label dashboard, institutional API suite, custom custody solutions, 24/7 SRE support | Custom | Custom Quote |
Smart Contract Audit & Security | Integrated per phase | Included | |
Deployment & DevOps | AWS/GCP setup | CI/CD Pipeline | Managed Kubernetes |
Post-Launch Support SLA | Priority (12h) | Dedicated (4h) |
how-we-deliver
PREDICTABLE, TRANSPARENT, AND SECURE
Our Development & Integration Process
We deliver a production-ready AI portfolio engine through a structured, collaborative process designed for speed and security. From initial design to final audit, our methodology ensures your product launches on time and meets the highest standards of reliability.
01
Discovery & Architecture Design
We conduct a deep-dive technical workshop to define your target assets, risk parameters, and integration points. You receive a detailed technical specification and system architecture diagram, establishing a clear roadmap for development.
2-3 days
Workshop
1 week
Spec Delivery
02
Core Engine Development
Our data scientists and engineers build your custom recommendation models using on-chain and off-chain data feeds. We implement the core logic for portfolio scoring, rebalancing, and risk assessment in a secure, modular codebase.
3-4 weeks
Development
Solana/EVM
Protocol Ready
03
Smart Contract Integration
We develop and integrate the necessary smart contracts for on-chain portfolio execution, including automated rebalancing and fee management. Contracts are built with gas optimization and security as first principles.
Solidity 0.8+
Standards
OpenZeppelin
Security Base
04
Security Audit & Testing
Every component undergoes rigorous internal testing and a formal audit by a third-party security firm. We provide a comprehensive audit report and work with you to remediate any findings before deployment.
CertiK/Halborn
Audit Partners
Full Report
Deliverable
05
Staging Deployment & Integration
We deploy the complete engine to your staging environment and perform end-to-end integration testing with your front-end and wallet systems. This phase validates all data flows and user interactions.
1-2 weeks
Integration
Testnet/Mainnet
Environment
06
Production Launch & Monitoring
We manage the mainnet deployment and establish real-time monitoring dashboards for model performance, contract health, and user activity. You receive full documentation and operational handoff.
99.9% SLA
Uptime
24/7
Monitoring
Technical & Commercial Insights
AI Portfolio Engine Development: FAQs
Answers to the most common questions from CTOs and product leads evaluating AI-driven portfolio management solutions.
For a standard AI portfolio engine with core recommendation, rebalancing, and risk analysis features, we deliver a production-ready MVP in 4-6 weeks. Complex integrations with multiple DEXs, on-chain data oracles, and custom ML models extend this to 8-12 weeks. Our agile sprints ensure you see functional prototypes every 2 weeks.
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