AI can manage a portfolio, but investment management and retirement income planning are different jobs. A written plan answers when you can retire, what your income will be, what you will owe in taxes between 65 and 75, and whether to convert IRA assets in your first low-income year. AI does not answer that on its own.
Charles Schwab’s CEO recently told reporters that clients under $1 million will be served by AI—not a human advisor. The headlines treated it as a tech story. It is not.
It is a quiet admission about what wealth management has always been.
A “dedicated relationship” at a big custodian—even at $1 million or more—is investment management: portfolio reviews, rebalancing, and quarterly check-ins. It is not retirement income planning.
Is a human advisor automatically better than AI?
Swapping the algorithm for a person does not close the gap by itself. Nearly six in ten advisors who list retirement income planning among their top three services show only basic or intermediate proficiency in it, according to a 2026 survey of 478 advisors from The American College of Financial Services. Sixty-six percent of advisors put retirement income planning in their top three offerings. Far fewer have built the specific skill set the distribution phase requires: tax bracket management, withdrawal sequencing, Social Security coordination, and Medicare premium exposure.
So the more useful question is not AI versus human. It is whether the advisor in front of you practices retirement income planning as a discipline, or manages your account the way every other account gets managed, regardless of how close you are to your last paycheck. That gap in proficiency shows up whether the advisor works for a large custodian or an independent firm, and whether the relationship started five years ago or five months ago.
A quick way to check which one you currently have: pull up your last review meeting notes or email summary. If every topic was performance, allocation, or rebalancing, that was investment management. If the conversation included your tax bracket for the next few years, your Social Security claiming age, and a specific Roth conversion amount, that was retirement income planning. Most households discover, once they look, that they have had years of the first and none of the second, not because anyone did anything wrong, but because nobody was ever asked to do the second.
What’s the real difference between investment management and retirement income planning?
The two get sold as the same service. They are not.
| Investment management | Retirement income planning | |
|---|---|---|
| Core question | How is the portfolio performing? | How much can you spend, and from which account? |
| Typical cadence | Quarterly reviews, rebalancing trades | A written plan, updated as tax law and income sources change |
| Tax involvement | Usually none | Roth conversion timing, withdrawal sequencing, IRMAA management |
| What you receive | A statement | A projection you can read, with assumptions you can question |
A portfolio can be well managed and still leave you without an answer to the question that keeps you up at night: what will the two of you live on, and what will the IRS take along the way?
What questions should you ask before you retire?
Most successful professionals do not realize the difference until age 60, when they begin asking the real questions:
- When can I retire?
- What will my income be?
- How much will I owe in taxes between ages 65 and 75?
- Should I convert part of my IRA in my first low-income year?
If those questions have never been answered for you in writing—with assumptions you can review—the issue is not AI. It is the service model you have been in for years, or even decades.
What would a written retirement income plan contain?
A written plan is not a brochure. It is a small set of specific outputs you can hold up against your own numbers.
A year-by-year income and tax projection, showing what you would receive from each source, and what bracket that puts you in, for the next 10 to 15 years under a stated set of assumptions.
A Roth conversion and withdrawal schedule, showing which account funds spending in which year, and how much, if any, gets converted to Roth before Social Security and RMDs both start.
Everything else gets built around those two outputs: the Social Security claiming age, the healthcare bridge, and the Medicare premium exposure. If nobody has ever handed you something resembling either one, in writing, with assumptions you can question, you do not yet have a retirement income plan. You have a portfolio and a hope that it works out.
What does this mean for the two of you?
That fourth question, about converting IRA assets in a low-income year, is not rhetorical. The gap between your last paycheck and the start of Social Security or a pension is often your lowest-income stretch in decades. It is also, for most households, the only real opportunity to move money from a pre-tax account into a Roth account at a tax rate you control. Our Roth conversion window guide walks through how to size that window and how much to convert each year without pushing yourselves into a higher bracket than the one you were trying to avoid.
For the short version, see our answer on when to start Roth conversions.
Two in three Americans now worry more about running out of money than about dying, according to the Allianz Life 2026 Annual Retirement Study. That fear does not get resolved by a better algorithm or a friendlier advisor. It gets resolved by a written plan with numbers the two of you can check.
Ask to see the two outputs described above before you decide who manages your money into retirement, a human team or an algorithm. The answer to that request will tell you more than any sales pitch does, whether the pitch comes from a person or a chatbot.
Robert Boeck builds that plan for households moving from a career paycheck to retirement income: the tax sequencing, the conversion schedule, and the Social Security timing an investment statement was never built to show. Schedule a conversation and bring your actual questions.
Common questions
- Will AI replace my financial advisor?
- AI can automate portfolio management: rebalancing, model allocation, routine trades. It does not, on its own, build a written retirement income plan that sequences withdrawals, times Roth conversions, and coordinates Social Security. Ask what specific retirement income work a service performs, human or automated, before you assume either one covers it.
- What is the difference between investment management and retirement income planning?
- Investment management focuses on portfolio performance: allocation, rebalancing, and returns. Retirement income planning focuses on converting savings into spendable income while managing taxes, Social Security timing, and Medicare premium exposure. Many advisors offer the first as a matter of course. Fewer build the second as a distinct, written plan.
- Why do the years between retirement and RMDs matter for taxes?
- Income is often at its lowest in the years after your last paycheck and before Required Minimum Distributions begin at 73, or 75 if you were born in 1960 or later. Lower income can mean lower tax brackets, which can make that window an efficient time to convert pre-tax retirement assets to a Roth account. The opportunity narrows once RMDs and Social Security both start.
- Do all financial advisors offer retirement income planning?
- Most say they do. Fewer can show you the written tax projection and withdrawal schedule the work produces. How an advisor practices the discipline matters more than whether they list it.
If the decisions on this page are ahead of you, the two of you can work through them with Robert Boeck before any of them becomes permanent.
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