AI Architecture Overview
HyperSwap AI is built on a multi-layer architecture, ensuring real-time market analysis, optimal trade execution, fraud detection, and an intuitive AI-driven trading assistant. Below is a summary of all layers that form the core AI-driven crypto swap ecosystem.
Each layer ensures high-speed execution, security, and ease of use
Layer 1: Data Ingestion & Processing – Real-Time Blockchain & Market Data Collection
This layer is responsible for collecting and processing real-time data from blockchains, DEXs, CEXs, and cross-chain bridges. It ensures that AI models have accurate price feeds, liquidity metrics, and security insights.
Layer 2: AI Computation & Decision-Making – AI-Powered Smart Trade Execution
The core AI engine runs in this layer, optimizing every trade by selecting the best liquidity pools, predicting market trends, and ensuring security compliance.
Layer 3: API & Backend Services – High-Speed Transaction Processing
This layer acts as the bridge between AI computation and on-chain execution, ensuring seamless transactions, real-time price fetching, and efficient trade execution.
Layer 4: User Interface & AI Trading Agent
This layer provides an intuitive trading interface with an AI-powered conversational assistant, ensuring users receive real-time insights, optimal trade execution, and portfolio tracking.
Security & Compliance Layer – AI-Powered Risk Mitigation
Security is integrated across all layers, leveraging AI-based anomaly detection, smart contract auditing, and zero-knowledge proofs (ZKPs) to ensure trustless, secure transactions.