Autonomous Plan → Act → Reflect Multi-Pass Agent
Institutional Equity Research
at Machine Speed
Generate verifiable, institutional-grade equity research notes. Grounded in deterministic market data with autonomous fact-checking to eradicate hallucinations.
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Self-Fact-Checking Loop
A dedicated LLM audit pass checks drafts against raw market metrics to intercept hallucinated numbers and enforce factual accuracy.
Live Fundamentals & News
Deterministic real-time financial data, ratios, valuation multiples, and recent catalyst headlines directly via yfinance.
30m Freshness Caching
Instant report retrieval with intelligent 30-minute caching and dual-engine SQLite/Supabase synchronization.