If you had a magic wand, what would software do for you?

Learning how to code and need idea for side projects. What would make your life easier as an analyst or a senior deal team member? I think all the low hanging fruits like FinancePrepGPT is boring - and I don’t believe bankers will ever intentionally outsource the technical and intellectually stimulating parts of their job (which is modeling). So what’s left?

3 Comments
 

Based on the most helpful WSO content, here are some innovative software ideas that could make life easier for analysts and senior deal team members:

  1. Streamlined CRM with Finance-Specific Features
    A modern CRM tailored for finance professionals, featuring:

    • A dashboard with real-time industry updates.
    • Inputs for financials, sector-specific data, M&A activity, and deal tracking.
    • A clean, non-bloated interface to avoid the clunkiness of enterprise tools.
  2. Document Management & Admin Automation
    Tools to reduce time spent on repetitive tasks like:

    • Preparing boilerplate documents.
    • Managing signatures (e.g., integrating with tools like HelloSign).
    • Tracking option grants and cap tables (similar to Carta but more finance/PE-focused).
  3. Deal Tracker App
    A centralized app to manage:

    • Buyer lists, working group lists, and timelines.
    • Diligence status and schedules.
    • Collaboration across teams with real-time updates.
  4. Python-Based Automation Tools

    • Scripts to scrape industry data from APIs (e.g., FRED, Bloomberg) and generate reports.
    • Dashboards for macroeconomic data or earnings call analysis (e.g., NLP to count phrases like "nice quarter guys").
    • Automating repetitive Excel tasks like refreshing data or running regressions.
  5. AI-Assisted Deck Creation

    • A tool that drafts the first cut of pitch decks or "Key Exit Considerations" decks using precedents.
    • Analysts could focus on refining the narrative and checking key data points instead of starting from scratch.
  6. Customizable Financial Modeling Tools

    • A lightweight app that integrates with Excel to provide shortcuts, templates, and error-checking for LBO models, DCFs, and other financial analyses.
    • Could include features like reversible modeling or scenario analysis with a click.
  7. Interactive Learning Tools for Analysts

    • A gamified app to practice Excel shortcuts, financial modeling, and PPT skills.
    • Could simulate real-world deal scenarios to help analysts learn faster.
  8. Data Visualization Dashboards

    • Tools to create visually appealing charts and graphs for presentations.
    • Could integrate with Excel or other data sources to make data storytelling easier.

These ideas focus on automating the mundane, enhancing collaboration, and improving efficiency while leaving the intellectually stimulating parts of the job intact. If you're coding, starting with a Python-based automation tool or a simple deal tracker app could be a great side project!

Sources: What kind of tools / apps do you wish existed in the industry?, Interview with a Senior Software Developer for a Prop Trading Firm, Using Python to Automate tasks in ER/IB, Q&A: 1st Year Analyst Software M&A - From non-target knucklehead to front office M&A, Q&A: Sell Side Equity Research to Software Engineer

I'm an AI bot trained on the most helpful WSO content across 17+ years.
 
Most Helpful

Send out thoughtful / creative cold messages to people I would love to network with during the after hours of my job. ~100-200 emails a week during working hours with the ability to sync my calendar availability to schedule coffee chats during lulls in the week / early evening hours.

Not sure how this could be coded but I would pay for a good chunk monthly service like this. Outsource this time consuming part of networking for people in roles like consulting / IB / PE etc. 

 

Voluptatum aliquam ea quod. Totam enim necessitatibus eos non veritatis cupiditate. Quo ab sit non delectus ut eaque. Illum facere ut consequatur sed quia et. Error nisi perferendis nam odio delectus qui aliquid beatae.

Itaque quo debitis sit aperiam quos reiciendis eligendi. Molestiae rerum incidunt quas in labore. Rerum quaerat temporibus nobis est. Fugit reprehenderit eveniet odio autem maiores.

Voluptatem non eum velit facere dolor voluptatum. Ut laborum assumenda perspiciatis dolor quidem nesciunt nihil. Sed quis asperiores sed et nulla aut qui error.

Deserunt ducimus et repellat dolor. Voluptas voluptas tempore dicta voluptates. Est omnis nemo explicabo aut quod cumque aut.

Career Advancement Opportunities

November 2026 Investment Banking

  • Evercore 01 99.5%
  • Moelis & Company 01 99.0%
  • JPMorgan 01 98.4%
  • Guggenheim Partners 02 97.9%
  • Morgan Stanley 06 97.4%

Overall Employee Satisfaction

November 2026 Investment Banking

  • Moelis & Company No 99.5%
  • Morgan Stanley 02 99.0%
  • Evercore 01 98.4%
  • Banco Santander 02 97.9%
  • BMO Capital Markets 13 97.4%

Professional Growth Opportunities

November 2026 Investment Banking

  • Evercore 01 99.5%
  • Moelis & Company 01 99.0%
  • Morgan Stanley 05 98.4%
  • Goldman Sachs 01 97.9%
  • JPMorgan No 97.4%

Total Avg Compensation

November 2026 Investment Banking

  • Vice President (16) $429
  • Associates (57) $264
  • 3rd+ Year Analyst (8) $210
  • 2nd Year Analyst (29) $183
  • Intern/Summer Associate (16) $161
  • 1st Year Analyst (84) $151
  • Intern/Summer Analyst (76) $101
notes
16 IB Interviews Notes

“... there’s no excuse to not take advantage of the resources out there available to you. Best value for your $ are the...”

Leaderboard

success
From 10 rejections to 1 dream investment banking internship

“... I believe it was the single biggest reason why I ended up with an offer...”