The digital asset trading platform Gate officially releases AI Quantitative Workbench, a product that integrates strategy generation driven by natural language, historical backtesting, and real trading execution on the same platform. Users do not need to write code; they only need to describe their trading ideas in a single sentence, and the system can automatically generate executable quantitative strategies, complete historical data backtesting validation, and support one-click deployment to operate in the real market, allowing every trader to have their own quantitative team.

For a long time, quantitative trading has had two main barriers: first is the ability to write strategy code, and second is the complexity of setting up backtesting environments. Even traders with rich market experience often find themselves unable to enter the quantitative field due to the learning costs of Python programming or the difficulties in setting up data environments. The design goal of Gate AI Quantitative Workbench is to eliminate these two barriers, allowing traders to focus only on trading logic and market judgment, while the other technical aspects are handled automatically by AI.

Natural Language Driven: Generate Quantitative Strategies in One Sentence

Gate AI Quantitative Workbench shifts the creation of quantitative strategies from being "code-driven" to "intention-driven" through natural language interaction. Users only need to describe their trading logic in everyday language, and the system can automatically generate complete and executable strategy code.

This capability significantly lowers the technical barrier of quantitative trading, allowing even traders without programming experience to quickly convert market judgments into strategy models and participate in quantitative trading.

Visual Backtesting: Verify Strategies with Real Historical Data

After the strategy is generated, Gate AI Quantitative Workbench will automatically call a production-grade backtesting engine to simulate running the strategy on real historical market data. Users can conduct multi-scenario comparative backtesting through a visual interface and support custom historical time intervals to evaluate strategy performance from multiple dimensions.

This mechanism allows traders to complete full verification of strategies before officially entering the market, continuously optimizing strategy parameters through data feedback, thereby enhancing strategy stability and risk control capabilities.

One-Click Deployment: Execute Real Trading

Gate AI Quantitative Workbench supports one-click deployment of strategies verified through backtesting to real trading environments for direct execution in the market. The platform connects the complete process of "strategy conception—data validation—trading execution," significantly shortening the cycle from idea to actual application of the strategy.

Through this closed-loop system, traders can more efficiently transform market insights into executable strategies and achieve continuous iteration and scalable application.

At the AI infrastructure level, Gate has previously launched Gate for AI, creating the industry’s first unified AI gateway that integrates five capabilities under the same interface system: CEX, DEX, wallets, real-time information, and on-chain data. This platform provides capability interface layers for AI Agents, allowing AI to complete the full trading process including market research, risk assessment, strategy generation, order execution, and result tracking within a unified architecture. Based on this infrastructure, Gate simultaneously launches the AI Quantitative Workbench, further extending AI capabilities to strategy generation and real trading execution.

In the future, Gate AI Quantitative Workbench will continue to expand product capability boundaries, aiming to enable every user with trading ideas to transform their ideas into verifiable, executable, and sustainably optimizable quantitative strategies.

Learn more: https://www.gate.com/gate-for-ai-mcp-skills

About Gate

Gate was founded in 2013, with founder and CEO Dr. Han, and is one of the world's leading cryptocurrency trading platforms. The platform serves over 50 million users and supports trading of over 4,400 cryptocurrencies. As an industry benchmark, Gate was the first to achieve 100% reserve proof, with an ecosystem that includes services such as Gate Wallet and Gate Ventures.

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