✦ AI Research Assistant

Caliban

Describe what you want to see: a chart, a backtest, a cross-asset comparison. Get it built with 3Fourteen’s data library and quantitative tools.

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Overview

What is Caliban?

Caliban is 3Fourteen’s AI research assistant. You describe what you want to see in plain English (a chart, a backtest, a comparison) and it builds it using our data library and quantitative tools.

It has access to decades of market data across equities, fixed income, commodities, currencies, and economic indicators. Every chart comes out in 3Fourteen’s house style, ready for a deck or a report.

This isn’t a generic chatbot. It’s a research tool built by the same team that runs 3Fourteen’s models, and we stand behind its output. If something looks off, you can ask us directly and we’ll look at it with you.

Caliban research assistant interface overview
Capabilities

What you can do with it

Describe what you want in plain English. Caliban handles the data, the math, and the formatting.

Generate any chart from a sentence

Price charts, relative performance, correlations, drawdowns, scatter plots, multi-panel layouts. Describe it and it gets built.

Chart the S&P 500 vs gold since 2000, log scale

Caliban conversation generating an S&P 500 vs gold chart

Backtest strategies with real portfolio math

Momentum, mean reversion, tactical allocation, and factor strategies with proper rebalancing, transaction logic, and benchmark comparisons.

Backtest a 60/40 portfolio rebalanced monthly since 2005

60/40 portfolio backtest with equity curves

Run custom quantitative analysis

Rolling correlations, regime detection, historical pattern matching, and cross-asset comparisons. Whatever your research question requires.

Create a correlation matrix of monthly returns for large cap equities, small cap equities, international equities, fixed income, gold, commodities, and cash.

Correlation matrix of monthly returns across major asset classes

Perform company-specific fundamental analysis

Caliban has access to financial statement data for a large set of publicly-traded companies, enabling you to run company-specific analysis, calculate relative valuation metrics, and compare companies in similar industries.

Calculate AAPL's operating margin on a ttm basis and compute the y/y change in bps in that margin. Then create a scatter plot that shows that change against the y/y relative price change in stock price vs. S&P 500. Show a best fit line along with the regression statistics.

Scatter plot of AAPL operating margin change vs relative price performance with regression line

Recreate charts you’ve seen elsewhere

Upload an image of a chart from a report or social media. Caliban will recreate it with current data, extend the series, or give you a different angle.

Use your own data

Upload CSVs or Excel files. Caliban will analyze them alongside our data. Chart your fund’s returns vs a benchmark, overlay your signals, whatever you need.

Iterate in conversation

Ask for a chart, then refine it. “Make it log scale.” “Add gold.” “Go back to 1990.” Each follow-up builds on the last.

Your Library

My Charts

Every chart you generate in Caliban can be saved to your personal library. Organize them into folders, give them titles, and come back to them anytime.

Saved charts aren’t just screenshots. Caliban stores the underlying code, so you can re-run any chart with a single click to get updated data. Your chart from last quarter refreshes to show today’s numbers.

Each chart also keeps a run history. You can see what it looked like the last several times you ran it, track how the data has changed, and export to PDF.

You can even schedule automatic updates of your charts on a daily, weekly, or monthly basis, and have those updates sent directly to your email.

My Charts library showing folders with saved chart thumbnails
Chart detail modal with Run Update, Save as PDF, and History tabs
Demos

See it in action

Scheduled Reports

Set charts to refresh on a schedule and deliver updates automatically.

My Charts Library

Save, organize, and re-run your charts with a single click.

Support

Not just software

Other AI tools give you a text box and leave you on your own. We don’t.

We’ll help you get started

Not sure what to ask or how to frame a question? We’ll walk you through it. We use Caliban every day and know what it’s good at.

We’ll review your output

AI can be confidently wrong. If you’re not sure a backtest result makes sense or a chart is showing what you think, send it to us. We’ll check it.

We take requests

Need a data series we don’t have? A chart type that isn’t working? Something you wish it could do? Tell us. We ship improvements every week.

Bring your investment ideas to life

Tell us about yourself and we’ll reach out to get you started with Caliban.

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