A research desk on every stock — analysts, a debate, a trader, a risk desk, and a portfolio manager.
One prompt gives you one opinion. Trading Agents gives you a process. Click Run Analysis on any symbol and a team of specialised AI agents works it the way a desk would: analysts gather the evidence with live tools, a bull and a bear argue it out, a research manager referees, a trader drafts the plan, three risk profiles stress it, and a portfolio manager signs off — with the full transcript and a written report.
Seven stages · light model for the volume, deep-reasoning model for the judgment calls
You decide how much thinking each symbol gets
Every manual run, every escalation the refresher triggers when a thesis flips, and every automatic startup analysis when you choose agents mode: the complete pipeline, with debate depth and risk rounds set in Settings → Trading Agents.
New positions, discoveries, and Refresh All get a single structured call on the light model so nothing sits unanalysed. The daily refresher then revises those seeds only when an input actually moved — and hands a symbol to the full team the moment its call flips from bullish to bearish or back.
What the agents do for you
Four analysts — market, fundamentals, news, and social/sentiment — call read-only tools as they work: live quotes, price history and a full technical suite (EMA, RSI, MACD, Bollinger, ATR), fundamentals, your ticker-tagged news, institutional and insider ownership, analyst ratings, and any documents you uploaded. With Deep Research on, the news analyst can also run live Google-grounded web searches.
A bull researcher and a bear researcher argue the case in sequential rebuttals for as many rounds as you configure. A research manager on the deep-reasoning tier referees the transcript and must commit to a stance and a plan — no "it depends".
A trader turns the plan into a concrete proposal — direction, sizing, entry and exit levels. Aggressive, conservative, and neutral risk analysts then stress it in their own debate before a portfolio manager delivers the final BUY / SELL / HOLD / WATCH / TRIM / AVOID with confidence.
Run the whole pipeline on Claude, Gemini, or ChatGPT. Cheap, high-volume stages run on each provider's light model; the research manager and portfolio manager run on a deep-reasoning model you can choose in Settings. One run is stored per provider, so you can compare how each reads the same stock.
Every verdict lands in a decision ledger and is graded at 1-, 5-, and 30-day horizons. Resolved calls get a short written reflection, and the portfolio manager is handed the relevant lessons — same ticker and cross-ticker — before it signs off on the next one.
Every run produces a nine-section written report — analyst briefs, both sides of each debate, the trader's plan, the risk verdict, the final decision — exportable as a branded PDF, and readable from H1 Chat and your MCP-connected assistant.
Bring your own AI keys and put a research desk on your next decision.
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