Built on the open-source TradingAgents framework

Smarter Stock Research Through AI Collaboration.

Explore stocks through collaborative AI research, competing bullish and bearish perspectives, and structured risk analysis.

NVDANVIDIA Corporation
DEMO DATA
Fundamental Analystcompleted
Sentiment Analystcompleted
News Analystcompleted
Technical Analystcompleted
Bullish Researcherrunning
Bearish Researcherrunning
Multi-year AI infrastructure build-out supports demand visibility.
Valuation leaves little margin for execution misses.
Conclusion HOLD
Features

A full research desk, staffed by agents

Fundamental Analysis

Statements, margins and valuation reviewed by a dedicated analyst agent.

Technical Analysis

Trend, momentum and indicator readings across timeframes.

News and Sentiment

Headline flow and social sentiment summarized and scored.

Bull vs. Bear Research

Two researchers argue opposing cases over multiple rounds.

AI Trading Decisions

A trader agent synthesizes the debate into BUY, HOLD or SELL.

Risk Assessment

Aggressive, neutral and conservative reviewers stress-test each call.

Historical Reports

Every run saved as a structured, searchable research report.

Configurable Models

Use platform models or bring your own OpenAI, Anthropic, Google keys.

How it works

Five stages from evidence to decision

  1. 01

    Analyst Team

    Fundamental, sentiment, news and technical analysts gather evidence.

  2. 02

    Bull / Bear Debate

    Researchers challenge each other's conclusions.

  3. 03

    Trader Synthesis

    Trader agent weighs the debate and proposes an action.

  4. 04

    Risk Management

    Risk team evaluates exposure and downside scenarios.

  5. 05

    Portfolio Manager

    Final approval with rationale and risks attached.

Research example

What a report looks like

NVDANVIDIA Corporation· 2026-10-20DEMO DATA

Fundamental findings

Strong top-line growth and margin expansion; valuation is the primary concern.

Technical findings

Uptrend intact; price extended above moving averages.

News sentiment

Headline flow skewed positive; regulatory headlines are the main negative.

Bullish

  • Multi-year AI infrastructure build-out supports demand visibility.
  • Software ecosystem creates high switching costs.
  • Supply constraints easing could lift shipments.

Bearish

  • Valuation leaves little margin for execution misses.
  • Hyperscalers developing in-house accelerators.
  • Geopolitical restrictions could limit addressable market.

Risk factors

  • Export restrictions
  • Customer concentration among hyperscalers
  • Valuation compression
Final decision HOLD
FAQ

Questions, answered