AI-Powered Investment Banking Deck Automation Tool

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AI-Powered Investment Banking Deck Automation Tool

Inspired by a conversation on:

The Exchange

The Exchange

Coal Revival, Discounted Medications and AI in Banking 9/30/25

Host: Melissa Lee

Timestamp: 40:06 - 40:32

Listen to Episode • View Podcast • All Ideas from The Exchange

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Feather Flow

Direct Quote

"LLM Suite was able to create an investment banking deck in about 30 seconds."

Market Gap

Investment banks waste resources on tedious presentation tasks.

Junior bankers often spend countless hours creating investment banking presentations, which detracts from their ability to engage in more strategic, client-facing activities. The repetitive nature of these tasks can lead to burnout and high turnover rates among junior staff, ultimately affecting the overall efficiency and effectiveness of the banking teams. Current solutions are either manual or involve cumbersome software that doesn’t fully integrate with the needs of investment banking. As the demand for faster, more efficient workflows grows, there is a clear need for innovative solutions that can automate these time-consuming processes and empower junior bankers to focus on higher-value tasks.

Summary

An AI platform designed to automate the creation of investment banking presentations, drastically reducing the time and effort involved in producing high-quality decks. By using advanced natural language processing and machine learning algorithms, this tool could quickly generate tailored presentations based on a few inputs, pulling in relevant data and insights from various sources. This would not only improve productivity but also allow junior bankers to learn from the content generated, enhancing their skills without the burden of repetitive tasks. The tool could be subscription-based, targeting investment banks looking to streamline their operations and improve employee satisfaction.

Categorization

Business Model
SaaS
Target Founder
Technical
Difficulty
High
Time to Revenue
3-6 months
Initial Investment
$10,000-$50,000

Potential MRR (18-24 months)

Conservative
$10,000 - $20,000 MRR
Moderate (Most Likely)
$20,000 - $40,000 MRR
Optimistic
$50,000 - $100,000 MRR

* Estimates assume solo founder/bootstrap scenario with competent execution

Scores

Clarity
9/10
Novelty
8/10
Feasibility
6/10
Market Potential
8/10
Evidence
9/10
Overall
8/10
Found on September 30, 2025 • Analyzed on September 30, 2025 7:58 PM

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How should I validate this saas idea before building it?

2:34 PM

Great question! For a saas idea like this, I'd recommend starting with these validation steps:

  1. Customer interviews: Talk to Technical to understand their pain points
  2. MVP approach: Build a simple landing page to test demand
  3. Competitor analysis: Research existing solutions and identify gaps

Would you like me to help you create a specific validation plan for your high difficulty idea?

2:35 PM

Yes, and what about the technical implementation? Should I build this myself or hire a team?

2:36 PM

Based on your idea's complexity and 3-6 months, here's my recommendation:

Technical Strategy:

  • Start with no-code tools for rapid prototyping
  • Consider your technical background and available $10,000-$50,000
  • Plan for scalability from day one

I can help you create a detailed technical roadmap and resource allocation plan...

2:37 PM

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