1. Introduction

1.1 Project background

The rapid development of the decentralized finance (DeFi) industry has greatly broadened users’ trading methods and investment options. However, as the DeFi ecosystem becomes increasingly complex, the amount of data on the chain increases exponentially, and the issues of market volatility and liquidity fragmentation become increasingly prominent. Traditional market analysis methods are no longer able to meet DeFi users’ needs for accurate decision-making and efficient transactions.

In this context, OnChainMetrics came into being. It is a market intelligence platform driven by artificial intelligence (AI), dedicated to transforming massive on-chain data into actionable market insights. Through intelligent analysis and automated strategy optimization, OnChainMetrics helps traders, developers, and institutional investors make faster, more accurate decisions and reduce market risks in the highly dynamic DeFi ecosystem. Its core AI agent DexChartLabs further promotes the creation and trading of decentralized trading strategies, bringing DeFi into a new era of AI empowerment.

1.2 Mission and Vision

OnChainMetrics’ mission is to build the world’s leading DeFi intelligent market intelligence platform, empowering traders and investors through AI technology to gain a competitive advantage in a complex decentralized market environment. Our goal is not only to provide accurate market analysis tools, but also to create an open, decentralized, and intelligence-driven DeFi ecosystem so that every user can easily formulate, trade, and optimize strategies to maximize their profitability.

Our vision is to make OnChainMetrics the “intelligent heartbeat” of the DeFi world (The Intelligent Pulse of Decentralized Markets). By using AI algorithms to analyze market sentiment, predict trends, and help users automatically optimize trading strategies, we hope to promote the intelligence and automation of DeFi transactions globally, and ultimately promote a decentralized financial market ecosystem to make it more efficient, secure, and sustainable.

1.3 Market status and challenges

Currently, the DeFi market faces many challenges, including but not limited to:

• On-chain data fragmentation: Liquidity is distributed across multiple blockchains and trading platforms, making it difficult to integrate and form effective market insights.
• High market volatility: The lack of intelligent analysis and prediction tools makes it difficult for traders to make quick and accurate decisions in highly volatile markets.
• Trading strategy threshold is high: Traditional trading strategy development and optimization require professional knowledge, making it difficult for ordinary users to build efficient automated strategies.
• Smart contract security risks: Smart contract vulnerabilities may cause financial losses, and existing risk management tools are difficult to effectively prevent potential threats.

OnChainMetrics uses AI technology to provide one-stop market intelligence and trading strategy optimization solutions to help DeFi users overcome these challenges and make decentralized finance more intelligent, secure and inclusive.

2. Project Overview

2.1 Introduction to OnChainMetrics

OnChainMetrics is an AI-driven market intelligence platform that focuses on analyzing on-chain data to help DeFi traders, investors and developers gain precise market insights and optimize trading strategies. Its core values ​​are reflected in the following aspects:

• Real-time market intelligence: OnChainMetrics uses AI to analyze on-chain data, providing real-time market trends, trading behavior analysis and sentiment monitoring to help users seize trading opportunities.
• Cross-chain liquidity integration: The platform integrates liquidity information from 40+ decentralized exchanges (DEX) and 2000+ trading pools, providing a global market perspective and helping users identify the best trading paths.
• AI-driven strategy optimization: Using deep learning and machine learning algorithms, OnChainMetrics can quickly backtest and optimize thousands of trading strategies, reduce trial and error costs, and increase investment returns.