AI Institutional Trading & Investment Analyst

Institutional Research, Trading & Investment Analysis

Analyze any stock like an Institutional Research Trading Analyst

Enter a ticker. Get instant institutional-grade research: fundamentals, financials, valuation, industry, risks, catalysts, and a swing trade setup.

What this tool does

It turns any stock ticker into a concise institutional-style research report, complete with a data-backed confidence score, historical analogs, and a printable PDF — all in under a minute.

One ticker, full report

Enter any stock symbol and get a structured report covering fundamentals, financials, valuation, industry, risks, and near-term catalysts.

Confidence score & backtest

Every report includes a 0–100 confidence score and a historical backtest of comparable setups, so you can weigh the signal before acting.

Swing-trade setup

Get a clear directional bias, entry zone, stop loss, price target, and risk notes generated around the current technical picture.

Readable, exportable PDF

Download a clean, mobile-friendly PDF with crisp charts, properly wrapped tables, and no clipped labels — ready for notes or sharing.

Saved watchlist

Bookmark your favorite tickers and revisit prior snapshots. Sign in to sync the watchlist securely across all your devices and browsers.

Private & secure

Your watchlist is tied to your account and stored behind auth. No anonymous tracking; your reports and saved tickers stay yours.

How it works: type a ticker above, choose a backtest lookback and sample size, then click Analyze Stock. The tool runs nine research modules in parallel and returns a single, actionable report you can save or export.

Sample workflow

A quick walkthrough of what happens from ticker to finished report, using a real-world example.

1

Enter the ticker

Type a symbol like AAPL, choose a backtest lookback (e.g. 3 years), and pick how many comparable historical setups to compare (e.g. 6).

2

Run the analysis

The tool runs nine research modules in parallel — fundamentals, financials, valuation, industry, risks, catalysts, technical setup, historical analogs, and final summary.

3

Review the research report

Each section is rendered as a clean, markdown-formatted card with tables, bullet points, and chart-driven takeaways.

4

Check the confidence score

The backtest section distills historical win rate, drawdown, and setup quality into a 0–100 confidence score with a clear band.

5

Save or export

Add the ticker to your watchlist for quick access, or download a crisp PDF report to review offline or share.

The whole process takes roughly 20–40 seconds, depending on the ticker and market data response times.

Try it live: sample output for AAPL
Analysis complete100%
Confidence Score89/100 · High

Final Investment Summary

AAPL screens as a high-conviction mixed setup. The business shows durable cash generation with a defensible position in its core segment, while valuation sits near the middle of its 5-year range. Price action is consolidating above the 200-day, and the backtest of 5 similar 5-year analogs produced a 75% win rate with average upside of 13% versus a -9% stop. Size the position around the current macro backdrop and the next earnings catalyst.

Report sections

9/9
Business Overview & Moat
Financial Health & Key Metrics
Valuation Analysis
Industry & Competitive Position
Risk Factors
Catalysts & Events
Technical Setup
Historical Backtest & Confidence Score
Final Investment Summary

Interactive preview only — deterministic mock output. The real analyst runs live when you click Analyze Stock above.