The AI Tools I Use to Stay Financially Organized
As a Data Engineering Leader, I spend my days building systems that process millions of data points. But when it comes to my own family's finances, I found that the existing tools weren't enough. So I built my own.
Why I Built Custom Finance Tools
Most financial apps fall into two categories: either they're too simple (a basic budget tracker) or too complex (enterprise-grade portfolio management). Neither works well for a family that wants clarity without complexity.
What I needed was something in between — tools that could give me a real-time picture of my financial health, flag potential problems before they became emergencies, and help me make better decisions over time.
The Financial Confidence Calculator
The first tool I built was the Financial Confidence Calculator. It scores your financial health across four dimensions:
- Retirement Readiness: Are you on track to retire when you want to?
- Savings Strength: Is your emergency fund and savings rate healthy?
- Debt Management: Are your debts under control relative to your income?
- Family Protection: Do you have adequate insurance coverage?
What makes it different from generic calculators is that it considers your entire financial picture — not just one slice. A person with great retirement savings but no life insurance isn't truly financially confident.
Ferry AI — Your Personal Financial Advisor
The second tool is Ferry AI, a conversational financial advisor built right into this website. Ferry uses the GALI framework (Goals, Assets, Liabilities, Income) to guide you through a structured discovery process before making any recommendations.
The key design principle: ask before answering. Most AI chatbots dump a wall of text the moment you ask a question. Ferry asks one question at a time, builds understanding, and only then provides targeted guidance. It's the same approach that the best human financial advisors use.
What's Next
I'm currently working on several enhancements:
- Comparative insights that show how your financial metrics compare to others at your life stage
- Scenario modeling that lets you see how different decisions (buying a house, changing jobs, having a child) would impact your financial trajectory
- Automated alerts when your financial health score changes significantly
The Bigger Picture
Technology should make financial planning accessible to everyone — not just people who can afford a $5,000/year financial advisor. That's the mission behind everything I build here. Whether you use the calculator, chat with Ferry, or just read the money philosophy, I hope these tools help you feel more confident about your financial future.
Ferose KF is a Milwaukee, Wisconsin-based engineer and entrepreneur originally from Coimbatore, Tamil Nadu. Follow his work at feroses.com.