LLM Summaries
Our LLM Engine reads every analyst publication, news article, and quarterly filing — then summarizes the data into one organized view per stock.
Event Alerts
Price shocks above 3%, volume spikes, material news — instantly re-analyzed so you always have the latest organized data.
42-Hour Windows
Every analysis comes with a clear time window, reference levels, and resolution markers — perfect for backtesting your own hypotheses.
Performance Log
Every output tracked, scored, and visualized. Hit rates, trajectory shapes, peak analysis — full transparency on the model's history.
Paper Simulator
Practice with a $10,000 simulated portfolio. Track your own hypotheses against historical data — no real capital involved.
Research Community
Closed community of market researchers. Leaderboard for simulated performance, shared discussions, weekly cohort exchanges.