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Financial modeling
Build And Update ComprehensiveFinancial Models

Transform days of financial modeling work into minutes with AI. Create detailed three-statement models, run valuation analysis, build merger models and more with minimal effort and professional-grade quality to focus on what really matters

Financial Modeling Agent workflow
Capabilities
Financial ModelingFeatures & Capabilities

Comprehensive financial modeling capabilities with industry-standard precision and best practices

Three-Statement Models

Easily build detailed three-statement models: income statement, balance sheet, and cash flow statement with automated linkages, scenarios, and sensitivity analysis

Valuation Layer

Add comprehensive valuation analysis including DCF (FCFF, FCFE), IRR, LBO, AVP and other valuation methodologies

Merger & Aggregation Models

Build merger and aggregation models consisting of smaller models seamlessly

Coming Soon

Custom Analysis

Add specific custom analysis tailored to your unique requirements and investment thesis

Coming Soon

Intelligent Assumptions

Let AI find assumptions and information that is most relevant to make data-driven modeling decisions

Designed for Accuracy & Best Practices

Eliminate common errors with well-structured, easy-to-audit models based on industry best practices

How it works
From Company Selection To Comprehensive Financial ModelIn Minutes, Not Days
1

Tell Us Which Company or Companies You Want to Model

Enter a ticker or company name—or indicate that the company is private

2

Our Agent Gathers & Analyzes Data

The Financial Modeling Agent takes a couple of minutes to gather information from public sources, our internal databases, and paywalled systems we have access to. Once the information is collected, it is thoroughly analyzed

3

You Review the Modeling Plan

Once the analysis is finished, the agent provides you with a detailed plan for how to model every line of the financial statements. You can simply confirm it or easily change the modeling logic for any line and submit it for further processing

4

Our Agent Builds the Model & Assumptions

The model is built in seconds. The Financial Modeling Agent then derives the most relevant assumptions (by analyzing historical trends, industry dynamics, earnings call transcripts, news, MD&A, etc.) and incorporates those assumptions into the model. This usually takes another couple of minutes

5

You Download the Full Model & Valuation

After this, you can download an Excel (or LibreOffice/Google Sheets) file with a full-scale, three-statement model featuring line-by-line calculations and your preferred valuation analyses (DCF, IRR, LBO, APV, etc.). All of this is ready in minutes, with minimal effort from you, and with confidence that your model has no linking errors, is well formatted, auditable, and incorporates industry best practices

6
Coming Soon

Iterate & Refine if needed

If you would like to implement changes to the model, you will be able to do so using our chat interface, directly in the spreadsheet on our portal, or via plugins (currently in test mode)

Use cases
Empowering Investors To MakeBetter Investment Decisions

Investment Banking / Corporate Development

  • Build comprehensive financial models for pitch decks and M&A transaction execution with professional-grade outputs
  • Generate essential outputs—"football-field" valuation charts, valuation tables (AVP, DCF, etc.), sensitivity tables, and scenario comparisons—in minutes with confidence

Investment Funds

  • Build detailed financial models to identify and evaluate investment opportunities
  • Monitor portfolio companies
  • Deploy sophisticated investment strategies by understanding valuation levels across markets and sectors
  • Keep models up-to-date each quarter, half-year, or year as new results are released
Built For BothPublic And Private Companies

For public companies, Financial Modeling Agent automatically pulls information from public sources and paywalled databases we have access to:

Public domain sources and regulatory filings (e.g., SEC)*
Paywalled databases and research platforms we subscribe to
Earnings releases and investor presentations
Event call transcripts, press releases, and news

* See the FAQ below for more details on non-SEC filers

For private companies, users can provide data directly, and AI will structure it for modeling:

Upload almost any file format—AI extracts and structures the data
Review and confirm the extracted data before it's used
Use pre-formatted templates for faster input
Combine your internal data with external market intelligence
Next steps
What's Next ForFinancial Modeling Agent

Continuous innovation to make the Financial Modeling Agent even more useful

Automatic Model Updates

Every quarter, half-year, or year, you need to update your model with newly issued numbers. Financial Modeling Agent can handle this for you by analyzing the latest reporting, transcripts, and news and updating your spreadsheet—saving you significant time

Sector Specific Datasets

Advanced sector models with relevant metrics and premium data sources

Aggregation and Merger Models

Build complex aggregation models combining multiple subsidiary and segment models, and support advanced M&A analysis with accretion/dilution and other relevant metrics

Support for Financial Institutions & REITs

Specialized modeling for banks, insurance companies, and REITs with relevant metrics

Automatic Financials Download for Non-SEC Filers

Coverage for non-SEC filers globally

Excel Add-in

Direct integration with Excel for a seamless workflow

Support for Complex Custom Instructions

Multi-step custom modeling of complex logic tailored to your needs

API Access

Integrate Financial Modeling Agent into your existing systems

Support for Custom Templates

Use your own templates and formatting preferences

FAQ

Find The Answers You Need

Quick answers to the questions that come up most

Does the agent work as a web-based solution or an Excel plugin?
Currently, the agent runs in your browser, mimicking a standard spreadsheet and displaying all outputs there. We're working hard to make this web-based spreadsheet as functional as possible. We're also developing an Excel plugin for users who prefer to work directly in Excel
How accurate are the models?
Like any AI product, there is always some risk of "hallucinations," but we've designed our solution to minimize this. That required certain trade-offs (which we offset with other techniques), because we believe accuracy is critical in model building. As a result, our approach delivers one of the most accurate AI products available. We also make the models very transparent, so users can easily audit them once they receive the first draft
Can I use my own assumptions?
Absolutely. You can modify any assumptions and any processing line — you're always in control. Even though it may look like Financial Modeling Agent does everything, in reality the agent makes suggestions and only builds after you confirm or adjust them. You have full control over all inputs and can adapt them to your own views and preferences
How long does it take to build a model?

The agent itself typically takes a couple of minutes to download data, analyze it, and propose an action plan with suggestions, and another couple of minutes to determine an initial set of assumptions. In total, the agent's work usually takes about 5–10 minutes

However, the full process from start to finish may take longer, depending on your preferences and your knowledge of the company or companies you model. If you're doing fundamental analysis on an unfamiliar company, expect to spend a couple of hours (depending on company complexity and desired depth) understanding the business and refining your assumptions. This part can't really be automated, but the agent still saves you days or even weeks of manual work

What types of analysis and valuations are supported?

Financial Modeling Agent supports:

  • DCF (Discounted Cash Flow) using both FCFF and FCFE
  • LBO (Leveraged Buyout)
  • IRR (Internal Rate of Return)
  • Analysis at Various Prices (AVP)
  • Other share-related metrics

We're continually adding new options based on user feedback and can consider custom valuation approaches. You can also combine multiple approaches within a single model

Do you support non-US companies?

Yes. The agent is agnostic to company type and geography — public or private, US or non-US. However, there are some practical differences.

For US public companies (and non-US companies filing with the SEC), we can reliably source data from multiple providers with high confidence in data quality. For non-public and non-SEC-reporting companies, financials and other reports are not always easily accessible or machine-readable.

We're training our agents to retrieve these financials automatically, but for now we rely on users to upload such data to avoid errors and frustration. We expect to soon offer highly precise automatic data retrieval for public companies that do not file with the SEC. For private companies, users will still need to upload data, since proper financials are usually impossible to obtain without internal access

Questions Or Ready To Get Started?

Check our FAQ or request access