Tools that teach your first real money decisions.

Financial Intelligence Lab helps young adults learn from assumptions, outputs, plain-language formulas, and limitations through working MVP prototype tools.

Educational onlyBuilt to explain concepts, not prescribe decisions.
Local calculationsNo user inputs are stored or sent.
No ads or affiliate rankingsNo product placement or referral language.

Each prototype is designed to show inputs, outputs, a main takeaway, what drives the result, a plain-English formula, assumptions, limitations, and a feedback path.

MVP Prototype

First Job Paycheck Planner

Model how salary, pay frequency, withholding, retirement contributions, and deductions affect estimated take-home pay.

Open prototype
MVP Prototype

Emergency Fund Planner

Turn monthly essential expense assumptions into illustrative one-month, three-month, six-month, and custom coverage scenarios.

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MVP Prototype

Savings Goal Timeline Calculator

Model a savings goal as amount remaining, monthly progress, and estimated timeline using simplified assumptions.

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MVP Prototype

First Apartment Cost Planner

Model recurring monthly costs and one-time upfront costs connected to a first-apartment or moving scenario.

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MVP Prototype

Car Ownership Cost Planner

Model monthly and annual car-related costs beyond a car payment.

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MVP Prototype

Student Loan Impact Calculator

Model how balance, interest rate, repayment term, and an optional extra payment assumption affect repayment structure.

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MVP Prototype

Purchasing Power & Real Return Calculator

Compare future nominal value with inflation-adjusted purchasing power under simplified assumptions.

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MVP Prototype

Cost of Waiting Calculator

Compare a start-now scenario with a wait scenario to learn how time changes a simplified compounding model.

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MVP Prototype

Income & Expense Change Calculator

Compare current and new income-and-expense scenarios to see how monthly margin changes.

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MVP Prototype

Subscription Creep Calculator

Add monthly subscription categories and see how the same recurring total repeats across 12 and 60 months.

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Built for early adult financial questions

College students approaching graduation

For comparing first-job assumptions, student loan repayment structure, and the monthly realities of a new stage.

Recent graduates

For learning how take-home pay, required payments, emergency expenses, and recurring costs fit together.

First-job young professionals

For understanding taxes, deductions, inflation, compounding, subscriptions, and income-expense changes in plain language.

Designed to teach interpretation

The tools are not built to give instructions. They are built to show what a result means, what drives it, and what would change it under different user-entered assumptions.

1

Model a scenario

Start with a simplified, visible set of assumptions.

2

Read the result

See the output, the main takeaway, and what is driving the number.

3

Review assumptions

Learn what is included, what is omitted, and why the result can change.

Designed as education, not advice

Education-only boundary

The site explains concepts and tradeoffs. It does not tell users what to do.

Visible assumptions

Every live tool shows the assumptions that shape each modeled result.

Methodology review

The Sources page identifies public-source categories and source-support status for each tool.

Feedback and error reporting

Users can flag confusing language, unclear assumptions, outdated information, or possible accuracy concerns.

Help make the tools clearer

Share feedback on clarity, usefulness, confusing language, assumptions, or possible accuracy concerns. Please do not submit sensitive financial information.

Give feedback