In the era of financial Large Language Models (LLMs), models utilizing Transformer architecture demonstrate a clear preference for high-quality structured text data in JSON format. Such structured data significantly enhances the comprehension, analysis, and inference processes of these models. Clear, structured JSON data effectively reduces ambiguity and complexity during data processing, thereby improving the precision of financial market analysis and trading inference.
To meet this growing demand, we have meticulously designed a suite of structured financial news data products. These products combine textual financial news, market price data for financial instruments, and multi-dimensional economic indicators to generate deep market trading signals with efficient and precise AI technology, empowering financial institutions and investors to make smarter investment decisions.
Product 1: Structured Headlines
- Rapidly identify market hotspots and trends
- Accurate topic classification with financial instrument Ticker and Financial Instrument Global Identifier (FIGI) tagging, facilitating rapid data retrieval and automated analysis.
- A proprietary AI model combines headline content with corresponding financial instrument market price data and related economic indicators in real-time, generating timely and effective potential market trading signals.
- Structured JSON output supports real-time push notifications and historical data access.
Product 2: Structured Fulltext
- In-depth comprehensive market dynamics analysis
- Fully structured text with detailed topic classification and financial instrument identification.
- A proprietary AI model synthesizes fulltext content with real-time market price data for corresponding financial instruments and economic indicators, automatically generating deeper and more precise potential market trading signals to support comprehensive market analysis and model optimization.
- Structured JSON output facilitates multi-dimensional data analysis and strategy development.
Product 3: Trend Impact News
- Accurately identify major price trend news
- Provides clear trend classifications (uptrend, downtrend, sideways movement) with trend impact confidence levels.
- A proprietary AI model integrates specific news events, historical price trends of related financial instruments, and economic indicators, generating highly predictive market trading signals for short-term price movements.
- JSON structured data push enables quick response in trading decisions.
Product 4: Investor Sentiment News
- Real-time insights into shifting market sentiment
- Classifies sentiment into negative, neutral, or positive categories, each with associated confidence levels.
- A proprietary AI model integrates textual content, market price data for related financial instruments, and trends in economic indicators, automatically identifying potential market trading signals closely correlated with shifts in investor sentiment.
- Structured JSON data output supports risk warnings and sentiment analysis.
Product 5: Structured Market Insights
- Deep exploration of multi-asset portfolio opportunities
- Aggregates expert analyses and opinions, tagged precisely with topics, Tickers, and FIGI.
- A proprietary AI model integrates expert views with market price data and related economic indicators for financial instruments, automatically generating market trading signals that reveal potential cross-asset linkage effects.
- Structured JSON push notifications facilitate trading strategy formulation and risk management.
Core Technological Advantages
✔ Multi-dimensional data analysis: Integration of textual news content, market price data for financial instruments, and economic indicators.
✔ Precision AI-generated trading signals: Real-time generation of trading signals directly correlated with actual market conditions.
✔ Structured JSON outputs: Enable easy automation of data analysis and integration.
Typical Use Cases
- Quantitative trading strategy construction
- Real-time market risk monitoring
- Investor sentiment trend analysis
- Automated trading decision systems