MULTI-AGENT INVESTMENT RESEARCH DESK
NEW YORK
AWAITING INPUT — ENTER TICKER AND PRESS RUN
Enter a ticker symbol to deploy the firm
PIPELINE — —
⏸ AWAITING PORTFOLIO MANAGER REVIEW
All analysts have submitted their research. Review the outputs below, then click APPROVE to generate the final investment memo.
Data Layer
DATA FETCH AGENT
Macro Analysis · FRED
MACRO REGIME ANALYST
Equity Analysis
FUNDAMENTALS
Equity Analysis
SENTIMENT
Equity Analysis
RISK MANAGER
Equity Analysis
BULL ANALYST
Equity Analysis
BEAR ANALYST
Equity Analysis
VALUATION
Portfolio Manager
SUPERVISOR AGENT
RECOMMENDATION
Macro RegimeFRED
Executive SummaryNOT FINANCIAL ADVICE
Bull Case
    Bear Case
      Key Metrics
      Analyst Agreement
      LANGGRAPH SUPERVISOR
      GPT-4.1-NANO × 6
      GPT-4.1-MINI × 1
      FRED API
      COINGECKO
      YFINANCE
      PYDANTIC V2
      LANGGRAPH HITL
      SQLITE CHECKPOINTING
      LANGSMITH