Your AI Research Team
for Every Asset
Enter any ticker and watch 11 specialized agents analyze data, fundamentals, technicals, sentiment, and risk — delivering structured research, not signals.
How It Works
Eleven agents. One research brief.
Each agent fetches only decision-relevant evidence, then the findings are synthesized into a structured scenario analysis.
Data Agent
Evidence Acquisition
Collects OHLCV prices, fundamental filings, macro data, and insider transactions from yfinance and configured vendors.
Fundamental Agent
Valuation & Quality
Reviews income statements, balance sheets, cash flows, margins, valuation multiples, and guidance trends.
Technical Agent
Price Action & Momentum
Identifies trend, momentum indicators, support/resistance, volume patterns, and key price levels.
Sentiment Agent
News & Market Narrative
Summarizes recent news flow, social sentiment from StockTwits/Reddit, and prevailing market narratives.
Social Media Agent
Retail Crowd Sentiment
Reads StockTwits cashtag streams to surface retail investor positioning, narrative momentum, and divergence from institutional consensus.
Bull Agent
Upside Case Builder
Synthesizes evidence to construct the bull thesis — catalysts, growth drivers, and potential price appreciation.
Bear Agent
Downside Case Builder
Challenges the thesis, stress-tests assumptions, and surfaces downside risks and valuation concerns.
Research Manager
Debate Adjudicator
Weighs bull and bear arguments, commits to a clear investment stance (Buy/Overweight/Hold/Underweight/Sell), and writes the investment plan for the trader.
Trader Agent
Trade Setup
Converts the research manager's investment plan into a concrete trade setup: entry range, stop-loss, price target, and invalidation condition.
Risk Agent
Uncertainty & Invalidation
Evaluates volatility, concentration risk, macro sensitivity, and defines explicit invalidation conditions.
Brief Agent
Final Brief Synthesis
Synthesizes all inputs into a structured research brief: scenarios, conviction level, and signals to monitor.
Your Research Hub
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