Three Levers, Layered: A case study in PILOT Retirement Process stacking

A director-level professional in his mid-50s — call him Mark — came to me earlier this year with a question I bet you’ve heard from a hundred clients in some form: will my 401(k) really last through retirement, or am I going to run out?

The picture: roughly $750,000 in a single 401(k), positioned conservatively in short-duration treasuries ahead of his exit from a corporate W-2 role. He’d already made the call to leave mid-year — the income engine was switching off in a few months and he was looking at the runway with the quiet anxiety that question always carries. Single, no spouse or dependents in the planning picture (one adult son tracked separately, for health-insurance purposes only). And on the side — self-directed IRAs in private credit, a real estate syndication, and cash-value life insurance. Modestly aggressive temperament. The kind of client who likes interesting opportunities but knows which dollars are load-bearing and which are not.

Underneath his presenting question was a deeper one, and it’s the one most clients in his position never quite say out loud: should I keep playing offense with the rest of my assets, or do I need to pull everything in to make retirement work? That’s the binary most people reach for. Aggressive or conservative. Pick a lane.

It’s a false binary. There’s a third one.

The framing move came first. 

I isolated the 401(k) and ran the analysis on it alone — leaving the self-directed IRAs, the syndication, and the cash-value insurance explicitly out of the model. That was a deliberate choice, not an oversight. If the 401(k) on its own can carry retirement, everything else becomes upside. He keeps running the rest aggressively because a loss in the syndication or a drawdown in private credit doesn’t blow up the plan. The speculative pieces stay speculative — icing on the cake, not the cake itself.

That framing alone changes the room. Once a client sees that retirement doesn’t depend on the entire portfolio behaving, the pressure on every other decision drops by half.

From there, four scenarios stacked on top of each other. The teaching is in the stack.

Step 1 — Status quo. 

The 401(k) does the entire job, no other moves, conservatively invested as it sits. Money runs out at age 84. Social Security alone for the rest of his life. For a man in his mid-50s with reasonable longevity expectations, that’s a problem he’d watch arrive in slow motion. Insufficient.

Step 2 — Add a guaranteed income annuity. 

Move about half the 401(k) into a fixed annuity with a lifetime income rider — a hypothetical $5,000 per month starting at age 67. That single move buys five more years of liquid assets (now lasts to 89) and creates a permanent income floor he can’t outlive. Action: shift half. Why: the income rider converts asset risk into a contractual paycheck. Trade-off: liquidity inside that bucket, in exchange for the permanence. This step solves the Income and Mortality slices of the PILOT framework. It does not, on its own, fix the rest.

Step 3 — Add a Roth conversion ladder, conservative growth. 

$50,000 per year for eight years, out of the IRA portion of the plan, converted into Roth dollars during the bridge years between leaving W-2 and starting Social Security. That window is short, but it’s the cleanest tax window most clients will ever see — the W-2 income is gone, Social Security hasn’t started, and required minimum distributions are still years away. Pay the conversion tax now at known rates in exchange for tax-free Roth dollars compounding for the rest of his life. Action: convert in the bridge years. Why: known tax rates beat unknown future ones. Trade-off: tax bill upfront. At conservative growth assumptions, this buys three more years (lasts to 92). Solves the Tax slice. Still runs out.

Step 4 — Same Roth conversion, with the target return the plan actually requires.

Identical structure to Step 3, but the remaining 401(k) is targeted at the growth rate the plan needs in order to outlast him — call it the inflation-solve target. Not the rate the market is “expected” to do. The rate this plan, with these obligations, requires. At that target, the plan never depletes in the illustration. There are still liquid assets on the table at age 100, on top of the guaranteed income annuity and Social Security still paying. Every PILOT slice is solved.

Step 4 is the recommendation. The teaching move is why: it isn’t the guaranteed income annuity alone, isn’t the Roth conversion alone, isn’t the target return alone — it’s the three layered together that produces a result no single lever could.

Two takeaways for our work.

The first is the load-bearing distinction. Most clients we serve hear “aggressive” and “conservative” as the only two options, and most of us let them. The third lane is load-bearing vs. upside — fix the load-bearing account on its own, and the rest of the portfolio is liberated to do other things. Private credit becomes icing on the cake instead of a retirement bet. The syndication can stay illiquid because it isn’t being asked to fund anyone’s groceries. Cash-value insurance keeps doing what cash-value insurance does best, on its own timeline.

The second is the slice problem. The PILOT Retirement Process names six slices — Income, Liquidity, Inflation, Market, Mortality, Tax — and a plan that solves three of them is no good if the other three break it. Most planning stops after one or two moves and assumes the picture is complete. It usually isn’t. One lever rarely gets there. Three, layered, often does.

This is a hypothetical case study based on a real planning engagement; the client’s name and identifying details have been changed. Outcomes shown are illustrative and based on assumed rates of return, including a target rate of return that is not guaranteed. Past performance is not indicative of future results. Annuity products carry their own terms, costs, fees, and surrender provisions, and any specific product should be reviewed with a licensed professional before any decision is made. Nothing in this article constitutes individualized investment, tax, or legal advice.