Messari Report Analyzes AI Trading Architecture Development

Gate News message, April 28 — Messari's latest Pulse report provides an in-depth analysis of a leading CEX's AI trading system, revealing a four-layer AI product architecture comprising market analysis, autonomous execution, developer integration, and strategy interaction components.

The strategy interaction component attracted over 460,000 users within 11 days of launch, generating more than 2.6 million replies. The market analysis component registered over 450,000 users and accumulated 25,000+ waitlist applicants during its early invitation testing phase. Messari highlighted that the developer integration hub supports a complete integration ecosystem—MCP Server, REST/WebSocket API, Skills, and CLI. The hub has integrated five analytical AI Skills and 15+ data tools covering macro, technical, sentiment, and intelligence analysis.

The execution layer implements risk controls through sub-account isolation, sandbox simulations, and fund limits. It is currently integrated with Telegram and will expand to Discord and the app platform.