This Excel AI Agent Built Me a $1M Financial Dashboard in 10 Minutes (LIVE Demo)
July 29, 2025
AI Summary
5 min readThis Excel AI Agent Built Me a $1M Financial Dashboard in 10 Minutes (LIVE Demo)
The Product: Excel Rebuilt from the Ground Up
Nico, co-founder of Shortcut, describes his product as "Excel if it was built in the future." The key difference: it's not a co-pilot that helps you use Excel better. It's an end-to-end agent that does 90% of your spreadsheet work, then hands you the finished product. You can import existing Excel files, manipulate them directly, and export them back out — nobody would ever know the work happened in Shortcut rather than Excel.
The company is a 20-person research lab with backgrounds from MIT and Stanford. Nico himself came from finance, which he says is the reason the product exists at all: "I just don't think that there are co-founders at the 10 or so frontier research companies in the world that care at all about finance. They are building coding agents because that's what they love."
Two User Archetypes
Shortcut serves two distinct groups. The first is Excel experts who spend hours building models — for them, the tool compresses half a day of work into 10 minutes. The second is people who are not strong at Excel but need to use it. For that group, Shortcut makes them "almost like Excel gurus pretty quick."
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What you'll learn
- 1 (00:00) **Introduction: The Problem with Excel** - Host Greg introduces the pain of manual Excel work and the promise of Shortcut, an AI agent that plugs into Excel/Sheets.
- 2 (01:56) **What Shortcut Is: "Excel Built in the Future"** - Nico explains Shortcut is a full Excel replacement with a superhuman agent that can do 90% of the work.
- 3 (03:10) **Live Demo: Updating a DCF Model** - Nico starts a complex task: updating a Microsoft DCF model with Google's 10K data.
- 4 (04:44) **Two Key User Archetypes** - Nico identifies who gets the most value from Shortcut.
- 5 (08:51) **Prompting Best Practices** - Nico shares advice on how to prompt Shortcut effectively.
- 6 (10:27) **Technical Deep Dive: How the Agent Works** - Nico explains the agentic process behind the demo.
- 7 (12:04) **Unfair Advantages & The Trust Problem** - Nico discusses why Shortcut is different from Microsoft Copilot and how they solve the trust issue.
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Show Notes
Join me as I chat with Nico Christie where he demos Shortcut, an AI-powered spreadsheet tool that functions like "Excel built for the future." Through several live demos, he shows how the platform can create financial models, update existing spreadsheets with new data, and build custom analysis tools using simple natural language prompts. The product aims to make Excel-based work significantly faster while maintaining transparency about data sources and calculations.
Timestamps
00:00 - Intro
00:53 - Overview of Shortcut
02:08 - First Demo: How Shortcut works with Existing Excel files
04:44 - Different User Types Who Benefit From Shortcut
08:50 - How to Prompt Shortcut Effectively
11:20 - The benefits of Using Shortcut
13:42 - How Shortcut handles data verification and transparency
17:03 - Best Use Cases for Shortcut
19:03 - Obvious ideas and market opportunity
22:23 -Building a Utilization Model for Agencies
34:59 - Greg's Custom Utilization Rate Dashboard Demo
39:29 - Who should try Shortcut
Checkout: https://www.tryshortcut.ai
Key Points:
• Shortcut is an AI-powered alternative to Excel that allows users to create and modify spreadsheets using natural language prompts
• The tool can perform complex financial modeling tasks in minutes that would take hours in traditional Excel
• Shortcut provides transparency by showing data sources and allowing users to trace where information comes from
• The platform serves both Excel experts (making them faster) and non-experts (making complex spreadsheet tasks accessible.
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