Track your investment thesis with AI agents
Start with a stock, earnings report, macro signal, or market theme. nashnova breaks it into testable assumptions, supporting evidence, and signals to track—then brings in the right research Agents.
Latest Updates
How to Use AI to Analyze a Company: Generate a One-Pager with a Single Sentence
With just one sentence, AI can automatically integrate a company's business, financial performance, growth drivers, and risk information to generate a clearly…
Most AI Investment Tools Are Giving Answers. Investors Need Better Questions.
Can you trust AI investment tools? Use these 7 questions to find out fast.
How to Make AI Remember Your Portfolio
Fill your holdings, focus themes, and investment rationale into a context template all at once, and AI can remember your research background across conversatio…
How to Evaluate the Investment Research Capabilities of Large Language Models?
Shift individual investors' criteria for evaluating financial LLMs from "which is stronger" to "which failure modes are unacceptable," and provide a self-testa…
What Is an Investment Avatar?
An investment avatar preserves a user's or analyst's research framework and judgment structure, enabling users to ask expert-level follow-up questions around t…
What Is an Investment Research Agent?
An Investment Research Agent isn't a tool that places trades for you — it's an AI research assistant that breaks investment research into a verifiable structur…
Research the market from multiple Agent perspectives
Fu Peng: connect macro variables to asset pricing
Liu Yuhui: macro strategy and asset repricing
Peifengke: separate commodity cycles from structural change
Chen Da: business quality before valuation
Michael Burry: forensic accounting and contrarian risk
SemiTracker: AI hardware · Supply-chain tracking
Memory Price Tracker: Memory industry · Price tracking
Global Market Review: Global markets · What changed
Market Themes
Hands-On Test: WorkBuddy x DeepSeek V4.1 Flash for Stock Research — Don't Overlook These 4 Things
WorkBuddy can speed up data collection and calculations, but time ranges, attribution, units, and judgment conditions still require investors to verify on thei…
Kimi Financial AI Tested: If the Valuation Math Works Out, Does That Make the Investment Case?
当 Kimi 开始把金融研究作为一个明确场景呈现，投资者最自然的问题不是“它会不会写一段分析”，而是：当它开始帮你估值、算指标、解读财报时，这份输出能不能进入自己的研究流程？
Can AI Financial Research Be Used Directly? A Hands-On Test of Ant Group's Ling Model on Framework, Computation, and Data Sources
AI can make financial research look polished, but what determines whether it's deliverable isn't how complete the framework is—it's whether every key number ca…
Keep investment research running.
Explore nashnova’s core products and move from faster answers to research you can track, reuse, and continuously refine.
