We architect and deploy custom smart contracts for DeFi, NFTs, and enterprise applications. Our development process is built on security-first principles, utilizing OpenZeppelin libraries, formal verification, and multi-stage audits to eliminate vulnerabilities before mainnet deployment.
AI-Powered Yield Strategy Recommendation Engine
Smart Contract Development
Secure, production-ready smart contracts built by Web3 experts to power your protocol.
- From Concept to Mainnet: We handle the full lifecycle—design, development, testing, and deployment—ensuring gas-optimized and upgradeable contracts.
- Protocol Specialization: Expertise in
ERC-20,ERC-721,ERC-1155, staking systems, automated market makers (AMMs), and cross-chain bridges. - Guaranteed Quality: Every contract undergoes rigorous unit/integration testing and receives a comprehensive security review report.
Reduce your time-to-market from months to weeks with our battle-tested development framework and avoid costly exploits that can derail your project.
Core Capabilities of Your Custom Engine
Our custom-built engines deliver institutional-grade yield strategy automation, combining real-time on-chain data with advanced ML models to maximize returns and manage risk.
Real-Time Multi-Chain Data Aggregation
We integrate live data feeds from 50+ DeFi protocols across Ethereum, Solana, and Layer 2s. Our engine continuously monitors APYs, liquidity depth, and impermanent loss metrics to identify optimal opportunities.
Risk-Adjusted Strategy Modeling
Proprietary ML models evaluate smart contract risk, volatility, and correlation to recommend strategies that balance yield targets with your specific risk tolerance. Includes simulations for stress scenarios.
Automated Execution & Rebalancing
Deploy capital and rebalance positions automatically based on strategy signals. Includes gas optimization for Ethereum and MEV protection to ensure cost-efficient transaction execution.
Customizable Strategy Logic
Tailor the engine's decision-making with white-label dashboards and parameter controls. Set custom rules for asset allocation, yield targets, and protocol whitelists to match your fund's mandate.
Comprehensive Security & Audits
Built with secure coding practices (OpenZeppelin), our engine undergoes third-party smart contract audits. Includes multi-sig transaction approval flows and non-custodial fund management.
Performance Analytics & Reporting
Gain deep insights with dashboards tracking realized APY, fee efficiency, and risk exposure. Generate institutional-grade reports for stakeholders with attribution analysis.
Drive Engagement and Retention with Smart Yield
Our recommendation engine analyzes on-chain data and user behavior to deliver personalized, high-converting yield strategies that keep users active and invested in your protocol.
Personalized Strategy Recommendations
We deploy ML models that analyze wallet history and risk tolerance to surface the 3-5 most relevant yield opportunities for each user, increasing strategy adoption by 40-60%.
Real-Time On-Chain Data Integration
Our engine continuously ingests data from 50+ DeFi protocols (Aave, Compound, Uniswap V3) and Layer 2s to provide recommendations based on live APYs, liquidity, and risk scores.
Automated Risk & Compliance Layer
Every recommended strategy is filtered through configurable risk parameters (TVL, audit status, team doxxing) and regulatory checks to protect your users and platform.
Seamless SDK Integration
Integrate personalized yield widgets and recommendation APIs into your dApp frontend in under 2 weeks. Built with React/TypeScript and comprehensive documentation.
Performance Analytics Dashboard
Gain insights into user engagement, strategy performance, and retention metrics through a dedicated admin dashboard. Track KPIs like TVL growth and user lifetime value.
White-Label & Brand Customization
Fully customize the UI/UX of the recommendation interface to match your dApp's branding, ensuring a cohesive user experience that reinforces your product.
Phased Development for Predictable Delivery
Our modular development approach ensures your AI-Powered Yield Strategy Engine is delivered on time and on budget, with clear milestones and deliverables at each phase.
| Phase & Deliverables | Starter (MVP) | Professional (Production) | Enterprise (Institutional) |
|---|---|---|---|
AI Model Development & Training | Pre-trained base model | Custom model fine-tuned on your data | Multi-model ensemble with proprietary data integration |
Smart Contract Suite | Core strategy execution contracts | Full suite with vaults, routers, and limit orders | Custom primitives (options, derivatives) + cross-chain |
Security & Audits | Automated analysis + 1 peer review | Full audit by top 3 firm + bug bounty setup | Continuous auditing, formal verification, insurance |
Frontend Dashboard | Basic strategy performance UI | White-labeled dashboard with advanced analytics | Fully custom UI/UX with institutional reporting |
API & Integration | REST API for core functions | WebSocket feeds, SDKs (Python, JS) | Dedicated endpoints, FIX protocol, SLA guarantees |
Backtesting Engine | 6-month historical data | Multi-year data, customizable parameters | Real-time simulation with Monte Carlo analysis |
Time to Launch | 4-6 weeks | 8-12 weeks | 12-16 weeks (custom scope) |
Ongoing Support & Updates | Documentation & community | Priority support, quarterly model updates | Dedicated engineer, weekly model retraining, 24/7 SRE |
Target Clients | Early-stage startups, PoCs | Established DeFi protocols, FinTechs | Hedge funds, asset managers, large enterprises |
Starting Investment | $50K - $100K | $150K - $300K | Custom (Typically $500K+) |
Our Data-Driven Development Process
We build AI-powered yield engines with a rigorous, four-phase approach that ensures robust, secure, and high-performing strategies tailored to your protocol's specific liquidity and risk profile.
Phase 1: Data Ingestion & Protocol Analysis
We integrate with your target DeFi protocols (Uniswap V3, Aave, Compound) and ingest historical on-chain data to model pool dynamics, fee structures, and impermanent loss risks.
Phase 2: Strategy Modeling & Backtesting
Our quant team develops and simulates strategy logic against years of historical data, stress-testing for black swan events and optimizing for risk-adjusted returns (Sharpe Ratio).
Phase 3: Smart Contract Development & Audits
We implement the strategy in Solidity 0.8+ with OpenZeppelin libraries, followed by a mandatory security audit from a top-tier firm like Trail of Bits or CertiK before deployment.
Phase 4: Live Deployment & Performance Monitoring
We manage the mainnet deployment and provide a real-time dashboard for monitoring APY, TVL, and risk metrics, with automated alerts for strategy rebalancing.
AI Yield Engine Development: Key Questions
Technical and commercial questions we frequently answer for teams evaluating our AI-powered yield strategy development services.
Our standard engagement follows a 4-phase process: Discovery & Strategy (1 week), Architecture & Backtesting (1-2 weeks), Core Engine Development (2-3 weeks), and Integration & Deployment (1 week). Most projects are delivered in 4-6 weeks. We use agile sprints with weekly demos, ensuring you see progress and can provide feedback throughout.
Get In Touch
today.
Our experts will offer a free quote and a 30min call to discuss your project.