AI Computation & Decision-Making

AI-Powered Smart Trade Execution

Overview

The core AI engine runs in this layer, optimizing every trade by selecting the best liquidity pools, predicting market trends, and ensuring security compliance.

​Key AI Models

• AI Smart Order Routing (SOR) – Selects the best swap path using Deep Q-Networks (DQN).

• AI Liquidity Optimization – Predicts high-liquidity pools with Markov Decision Process (MDP) + LSTM.

• AI Conversational Trading Assistant – AI chatbot powered by GPT-4 + LangChain.