Aileen

Aileen is 39, a PGY-2 resident with one year of residency left. Her specialty is not stated in her file. She is unmarried, has no children, and lives alone in a small apartment. Her take home pay is about $1,300 every two weeks, after 10 percent of gross goes into a Roth 401k.

She also owns the home she bought before medical school. It now rents and cash flows about $300 a month, which brings her stated total income to $2,900 a month. She expects attending income of $200,000 to $250,000 a year after graduation. That figure is a projection in her intake, not income she earns today.

Her expenses are itemized to the dollar in YNAB, about $2,410 a month in total: $1,000 of rent and utilities, $250 of groceries, $175 of orthodontics, $120 of car insurance, $100 of gas, $60 of phone, and smaller lines for subscriptions, clothes, dining out, giving, and $110 a month saved toward flying home. She budgets $100 a month as a guess at a student loan payment she has not yet had to make.

The saving is the headline. About $900 a month goes out before spending starts: $400 into the Roth 401k, which holds about $4,000 at 90 percent stock, and $500 into a Roth IRA at Vanguard holding about $9,000. The 401k picks up a 3.5 percent match starting this year. Her emergency fund is about $3,000 in a high yield savings account, about 1.2 months of her stated expenses.

Debt is one big number and nothing else. The student loans are $325,000, Stafford and Grad Plus loans at 6.3 to 7 percent, on REPAYE, with no payment yet made and no plan to use PSLF. The rental home carries a $135,000 mortgage at 3 percent, held about eight years. Her car is owned outright and she states no other debt.

Protection is where the file thins out. She is in process of obtaining disability insurance, quoted at about $200 a month, and it is not in force yet. She does not have umbrella insurance and says she is unsure why she would need it. Her healthcare directive and medical power of attorney are in place, but the will she had before is not valid in her current state.

The Financial Health Assessment grades a household across the same seven frameworks and lands the total in a band. Aileen scores 49, in the Corrections band. This household is scored on the resident and fellow rubric path.

The 3-Bucket Framework earns 7 of 26. Milestones earn 0, because the milestone net cannot be determined from what the intake states. The emergency fund earns 0 at about 1.2 months of stated expenses. Named lanes earn the full 4 on the itemized YNAB budget, and goals funded earns 3 with dollars flowing to retirement goals that are not fully funded.

The Physician Wealth Equation earns the full 6 of 6: the stretch saving rate is about 31 percent of stated income, above the 25 percent resident line. Residents are never scored on debt to income.

The Protection Stack earns 2 of 22, and the 2 points are the estate box at partial: a healthcare directive and a medical power of attorney in place, with a will that is not valid in her current state. Health coverage is not stated, life insurance is not stated, malpractice type and tail are not stated, and umbrella is absent by her own statement. The disability box earns 0 because the policy is in process, not in force.

The Transition framework earns the full 10 of 10: federal loans on REPAYE with the payment not yet due, and no card or consumer debt of any kind. The Tax Ladder earns 2 of 8, for the Roth choice in the training years, with no bracket reason stated. The Decision Filter earns the full 6 of 6 on five stated goals.

The Lifestyle Guardrails earn 16 of 22: the Savings Floor at the full 12 on a rate above 20 percent, the leak at 0 because the unaccounted amount is not stated as zero, and wealth first automation at the full 4, because the Roth 401k comes off payroll and the Roth IRA runs monthly.

Read the shape, not just the total. The earning and saving machinery is already built: rate, budget, automation. The 2 of 22 next to it is a file with two signatures missing, a disability policy not yet in force and a will that does not work in the state she lives in.

The first deep dive is her first goal: student loans paid off in five years after residency or less, and debt free by 50. The balance is $325,000 at 6.3 to 7 percent. That goal is stated plainly in her intake, and the hosts priced it before they praised it.

Their math, run on the conservative end of her own range: at a $200,000 attending income, clearing $325,000 in five years takes about $5,500 a month, about half of take home pay. Then they stacked her fifth goal on top. If she also bought a home on a hypothetical $300,000 mortgage and cleared it inside ten years, that is another $3,500 a month. Together, $9,000 a month, about 82 percent of take home pay for the first five years, leaving about $2,000 a month for everything else, before any retirement saving beyond it.

Two of those numbers are scenario assumptions, and the episode said so on air: the $200,000 income is the low end of her stated range, and the $300,000 mortgage is a house she has not bought. The point of the math stands on her own figures. A five year payoff on a balance larger than one year of attending income is a plan to live on a resident's budget with an attending's tax bill, for five years.

The hosts' answer was not to drop the goal. It was to stretch it: a seven or ten year payoff keeps the debt aversion she stated and leaves room for the retirement goal she also stated, $1.7 million by 65. Her moonlighting question got the same treatment. On $15,000 to $20,000 of extra earnings, set the tax aside first, about 30 percent on the hosts' estimate. While the federal loans sit in forbearance accruing no interest, extra dollars do more work in the Roth space she is already filling than against a balance that is not growing.

The second deep dive is the 2 of 22. Every other part of this file assumes her income keeps arriving: the loan payoff, the retirement target, the trips home. The Protection Stack is the layer that pays when the income stops, and hers is two purchases short of finished.

The disability policy is the first one. She is in process of obtaining it, quoted at about $200 a month. In process earns 0, because a policy that is not in force pays nothing. That matters most for a trainee whose largest asset is the attending income ahead of her, with $325,000 of loans that do not pause for an injury.

The will is the second one. She did the work once: healthcare directive, medical power of attorney, and a will. The will is not valid in her current state. Her own question in the intake was how to redo it inexpensively when another move may follow graduation. The hosts priced it on air: about $200 for a will, under $500 for the full document package. At those prices, the document can be redone in each state as a routine cost of moving.

Umbrella is the open question she asked herself. She does not have it and is unsure why she would need it. The record leaves the question open; the traced prescription in this case is the two items with points behind them, the disability policy and the valid will.

Inside the 3-Bucket Framework, the milestone checklist tracks the markers a training household has already hit. This checklist earns 0 for Aileen, because the intake never states a milestone list the net can be computed from. The box pays only for stated milestones.

The rest of the bucket picture: the emergency fund earns 0 at about 1.2 months of stated expenses, named lanes earn the full 4 on the itemized YNAB budget, and goals funded earns 3 of 6. The framework earns 7 of 26, and the shape is the case in miniature: the lanes are named and the goals are funded partway, while the reserve layer is still thin.

Two traced fixes, and the open items behind them.

Run both traced fixes and the arithmetic is 49 plus 6, a score of 55. The gains are 4 for the completed disability policy and 2 for the valid will. A score of 55 out of 100 keeps the household in the Corrections band, with the protection file finished.

The rate is not the plan. Aileen saves about 31 percent of a resident's income, budgets every dollar in YNAB, owns her car outright, and holds a pension from a prior career. The score still lands at 49, because the layer that protects the income is unfinished: a disability policy in process and a will that is not valid in her current state. Rate gets a household to the Corrections band. Signatures get it out.

The second lesson is about goals with numbers attached. Loans gone in five years and debt free by 50 are the kind of goals that sound disciplined and price out at 82 percent of take home pay once the hosts stack them. The fix was not smaller ambition. It was a longer runway for the same destination.