AI-Powered Investment Intelligence
AINumeric builds data-driven tools for investment research, market intelligence, quantitative analytics, and AI-assisted decision support. Our latest focus is China market intelligence: institutional flow tracking, financial news sentiment, and smart money signal analysis for Chinese equities.
Featured Product: China Flow & Sentiment Intelligence
We are developing a China equity intelligence platform that combines institutional flow data, AI-analyzed Chinese financial news, stock-level sentiment, and signal ranking tools.
Institutional Flow Tracker
Monitor where institutional capital is accumulating or distributing across Chinese equities, with stock-level and sector-level flow analysis.
AI News Intelligence
Transform Chinese financial news into structured market intelligence, including affected stocks, key themes, sentiment, and potential investment implications.
Smart Money Signals
Combine institutional flow, news sentiment, and market context into ranked signals that help investors identify what deserves attention first.
Stock Detail Research
Drill down into individual Chinese stocks with flow scores, sentiment signals, AI interpretation, and related market news.
What We Build
AINumeric combines quantitative investment research, machine learning, financial data engineering, and AI tools to support better investment research workflows.
Market Intelligence Dashboards
Interactive dashboards for monitoring stocks, sectors, news, sentiment, flows, and market-moving events.
Quantitative Research Tools
Research tools for factor analysis, portfolio construction, risk analytics, systematic strategies, and data-driven investment workflows.
AI News & Sentiment Analysis
NLP and machine learning systems that convert financial news into structured, analyzable, stock-level signals.
Custom Consulting & Training
Customized consulting and training in quantitative investing, AI applications, data science, and investment analytics.
Downloads & Research
Access market data tools and research notes on AI, quantitative investing, and China market intelligence.
Market Data Download
Access market datasets and research-ready outputs for investment analysis.
View Downloads →Research Blog
Read research notes on machine learning, quantitative investment, market intelligence, and AI-powered analytics.
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