Skip to main content

AI-Powered Strategy Discovery

Lomen’s AI continuously analyzes the DeFi landscape to discover, evaluate, and recommend optimal strategies for your baskets. Our AI doesn’t just find opportunities — it understands context, assesses risk, and surfaces strategies that align with your goals.

What the AI Analyzes

Our discovery engine monitors and evaluates:

Market Conditions

Real-time analysis of market trends, volatility, and opportunities across multiple protocols and chains.

Protocol Performance

Continuous monitoring of yield rates, liquidity depth, and protocol health across the DeFi ecosystem.

Risk Factors

Assessment of smart contract risks, liquidity risks, and market risks associated with each strategy.

User Context

Analysis of your portfolio, preferences, and goals to provide personalized recommendations.

The Discovery Process

AI Discovery Process Diagram

Benefits of AI Discovery

Continuous Monitoring

Unlike manual research, our AI never sleeps. It continuously scans protocols, tracks changes in yields, and identifies new opportunities as they emerge.

Multi-Dimensional Analysis

The AI considers multiple factors simultaneously:
  • Yield potential: Expected returns across different strategies
  • Risk profile: Smart contract risk, liquidity risk, market risk
  • Efficiency: Gas costs, slippage, execution complexity
  • Compatibility: How strategies work together in a basket

Personalized Recommendations

The AI tailors suggestions based on:
  • Your current portfolio composition
  • Your risk tolerance
  • Your investment goals
  • Historical performance preferences

How It Helps You

Save Time: No need to manually research protocols, compare yields, or analyze risks. The AI does the heavy lifting. Better Decisions: Get data-driven recommendations backed by comprehensive analysis, not just gut feelings. Stay Updated: As market conditions change, the AI adapts and surfaces new opportunities automatically. Reduce Risk: The AI considers risk factors you might miss, helping you make more informed decisions.

Transparency and Control

While the AI handles discovery and analysis, you always maintain control:
  • See the reasoning: Understand why strategies are recommended
  • Review details: Examine protocol performance, yields, and risks
  • Make the call: You decide which strategies to execute
  • Your assets: Everything stays in your wallet — the AI never has custody

What the AI Doesn’t Do

To protect our intellectual property and maintain security:
  • We don’t reveal the specific algorithms or models used
  • We don’t expose the exact ranking or scoring mechanisms
  • We focus on explaining what the AI does and why it helps you, not how it works internally
The AI is your intelligent assistant for navigating DeFi — providing insights, surfacing opportunities, and helping you make better decisions, all while you maintain complete control over your assets.