AI tools for palliative care

May 6, 2026 · Pouyan Golshani, MD, Interventional Radiologist

Palliative AI is moving toward symptom management and goals-of-care documentation. Here’s the physician AI tools directory.

The frontier is genuinely exciting. We’re seeing early models that can help draft complex notes, identify patients who may benefit from a goals-of-care discussion based on chart data, and even suggest adjustments to symptom management protocols. The technology powering these integrations, like the Pogosh CDS API, is designed to embed this kind of intelligence directly into the EMR workflow. But while we wait for these clinical tools to mature and become standard of care, the most powerful and immediately available “tools” for shaping our careers are operational and financial. For a specialty as demanding as palliative care, mastering the business of our practice is as critical as mastering the medicine. It’s the infrastructure that prevents burnout and builds a sustainable career. For a full overview of these strategies, see the complete hub of palliative care AI tools and resources.

Let’s break down the five financial strategies that every palliative care physician, especially those working in hospital-based or contract roles, should have in their toolkit.

The 1099 S-Corp Playbook for Tax Reduction

More and more, hospital-based physicians are being shifted from W-2 employees to 1099 independent contractors, often by large staffing groups. While this can feel like a loss of stability, it opens up one of the most powerful tax-planning structures available: the S-corporation.

Here’s the core concept: As a sole proprietor 1099 contractor, every dollar of your net business income is subject to self-employment (SE) taxes—that’s 12.4% for Social Security (up to the annual limit) and 2.9% for Medicare (uncapped). This 15.3% hit is on top of your regular federal and state income taxes.

By forming an S-corp, you change how your income is classified. You become an employee of your own corporation. Here’s the sequence:

Form an Entity: You establish a legal entity, typically a Limited Liability Company (LLC), with your state.
Make the Election: You file IRS Form 2553 to have your LLC taxed as an S-corporation. This is a tax election, not a change to your legal structure.
Pay Yourself a “Reasonable Salary”: Your S-corp pays you, the physician-employee, a formal W-2 salary. This salary must be a “reasonable” amount for the work you do. This W-2 income is subject to the usual payroll taxes (FICA), where your corporation pays half and you pay half.
Take Owner’s Distributions: Any profit left in the corporation after paying your salary and other business expenses can be paid out to you as a shareholder distribution. This distribution is not subject to the 15.3% SE tax.

The savings come from the portion of income taken as a distribution instead of salary. If you earn $400,000 and set a reasonable salary at $250,000, the remaining $150,000 comes to you as a distribution, saving you the 2.9% Medicare tax on that amount (assuming you’re over the Social Security wage base), which is $4,350 per year. The savings are even more significant at lower income levels where the full 15.3% applies.

The Trap: The IRS can, and does, scrutinize unreasonably low salaries. You can’t pay yourself a $50,000 salary on $500,000 of income. “Reasonable compensation” isn’t strictly defined, but it should be defensible based on industry benchmarks, your experience, and what it would cost to hire someone else to do your job. Documenting your rationale is key to defending it in an audit.

Locum Tenens and the Critical “Tax Home” Rule

The flexibility of palliative care lends itself well to locum tenens work, whether to fill gaps, explore different practice environments, or simply increase income. This work model unlocks significant tax deductions for travel-related expenses—lodging, airfare, rental cars, and 50% of meals—but only if you follow one critical rule: you must have a “tax home.”

A tax home, according to the IRS, is your regular place of business. If you don’t have a regular place of business, it’s the general area where you live. The critical distinction is that your travel expenses are only deductible if you are traveling away from this tax home for business purposes.

Here’s where physicians make a costly mistake. An “itinerant” physician—one who has no main place of business and works a series of short-term jobs in different locations without ever returning to a primary base of operations—is considered to have their tax home wherever they are currently working. For an itinerant, there is no “traveling away from home,” and therefore, zero travel expenses are deductible.

How to Establish and Maintain a Tax Home:

Have a Primary Work Location: The clearest way is to have a regular, ongoing job or business location where you earn a significant portion of your income and to which you return between locums assignments.
Maintain a Principal Place of Residence: You must show that you incur duplicate living expenses by maintaining your home while traveling for work. This means paying a mortgage or rent on a residence you don’t abandon while on assignment.
Demonstrate Business Ties to the Area: This can include having a home office where you perform administrative tasks, maintaining local professional licenses, and having business contacts in your home area.

The Trap: Many new locums physicians think that owning a house is enough. It’s not. If you rent out your primary residence while you travel full-time for two years, the IRS will likely classify you as itinerant. You must demonstrate that you are leaving your home for a temporary work assignment (generally defined as lasting less than one year) with the intention of returning. Losing these deductions can easily cost you tens of thousands of dollars in taxes annually.

Geographic Arbitrage: Live Low-Tax, Work High-Tax

Because palliative care is often shift-based and not reliant on building a local patient panel from scratch, it offers a powerful opportunity for geographic arbitrage. This strategy involves establishing your legal residence and domicile in a state with no or low income tax while working in a higher-tax state.

The nine states with no state income tax are Alaska, Florida, Nevada, New Hampshire, South Dakota, Tennessee, Texas, Washington, and Wyoming. Imagine living in tax-free Las Vegas, Nevada, and flying to California for a block of seven shifts per month. You would still owe California state income tax on the income you earn in California, but all your other income—including investment income, spouse’s income, and income from any work performed in Nevada—would be free from state tax.

This can result in massive savings. For a physician earning $350,000, living in Nevada instead of California could save over $30,000 per year in state taxes.

How to Properly Establish Domicile:

This is not as simple as getting a P.O. box. A state’s tax authority, like California’s Franchise Tax Board (FTB), is notoriously aggressive in auditing former residents. To successfully change your domicile, you must demonstrate clear intent to make the new state your permanent home. This involves a checklist of actions:

Sell your home in the high-tax state or rent it out on a long-term lease.
Buy or lease a primary residence in the new, low-tax state.
Obtain a driver’s license in the new state.
Register your vehicles in the new state.
Register to vote in the new state.
Move your primary bank accounts to the new state.
Update your address with the USPS, financial institutions, and professional organizations.
Spend more than half the year (183+ days) physically present in the new state.

The Trap: The “closer connection” test. If audited, the state will look at where your life is centered. If your family still lives in the old state, your children attend school there, and you belong to social clubs there, the state will argue you never truly left. You must sever old ties and build new ones. Keeping a “crash pad” in the high-tax state is fine, but your life’s center of gravity must genuinely move.

FIRE Strategies for a High-Burnout Specialty

The emotional weight of palliative care contributes to high rates of burnout. For many, the goal isn’t just to work until 65; it’s to achieve Financial Independence, Retire Early (FIRE) to have the option to cut back, pivot, or stop clinical work altogether. Most physicians know how to save, but few plan for the most critical part of early retirement: tax-efficiently accessing your money before age 59.5.

Having millions locked in a 401(k) or traditional IRA doesn’t help if you need income at age 50. The 10% early withdrawal penalty is a steep price to pay. The key is to build “bridge accounts” and use specific IRS rules to your advantage.

The Three Pillars of Early-Access Funding:

The Taxable Brokerage Account: This is your workhorse. After maxing out tax-advantaged accounts, aggressively fund a standard brokerage account. You’ll pay taxes on dividends and capital gains along the way, but when you withdraw the principal and long-term gains in retirement, the tax rate on gains is favorable (0%, 15%, or 20%) and there are no age restrictions or penalties. This account is designed to fund the gap between your retirement date and age 59.5.
The Roth Conversion Ladder: This strategy unlocks your pre-tax retirement funds early. After you stop working, you convert a portion of your traditional IRA or 401(k) to a Roth IRA each year. You pay ordinary income tax on the amount converted in that year. After a five-year seasoning period for each conversion, you can withdraw the converted amount (the principal) tax-free and penalty-free. By “laddering” conversions annually, you create a rolling pipeline of accessible funds.
Rule 72(t) – SEPP: Substantially Equal Periodic Payments (SEPP) is an IRS rule allowing penalty-free withdrawals from an IRA or other qualified retirement plan before age 59.5. You must take a calculated series of payments for at least five years or until you turn 59.5, whichever is longer. The calculation methods are rigid, and if you deviate, you owe penalties on all prior distributions. It’s less flexible than the other options but can be a powerful tool if needed.

The Trap: The pro-rata rule for backdoor Roth IRAs. Many high-income physicians use the “backdoor” Roth IRA strategy. However, if you have existing pre-tax funds in any traditional, SEP, or SIMPLE IRA (often from an old 401(k) rollover), the pro-rata rule will make a portion of your Roth conversion taxable. The fix is to “reverse rollover” those pre-tax IRA funds into your current employer’s 401(k) if the plan allows it, clearing the way for clean backdoor Roth contributions.

The 199A QBI Deduction: Why Most Physicians Don’t Qualify

When the Tax Cuts and Jobs Act of 2017 was passed, one of the headline features for small business owners was the Section 199A Qualified Business Income (QBI) deduction. It allows owners of pass-through businesses (like S-corps and sole proprietorships) to deduct up to 20% of their qualified business income. For a physician with $300,000 in pass-through income, this could theoretically mean a $60,000 deduction, saving over $20,000 in taxes.

However, there’s a major catch for physicians. The law specifically limits the deduction for any “Specified Service Trade or Business” (SSTB). The definition of an SSTB is any trade or business involving the performance of services in fields like health, law, accounting, and consulting—where the principal asset is the reputation or skill of its employees.

Medicine is explicitly named as an SSTB.

This doesn’t mean physicians are completely excluded, but it subjects them to a strict income limitation. For 2026, the QBI deduction for an SSTB begins to phase out at a taxable income of approximately $394,000 for single filers and $787,000 for those married filing jointly. Once your taxable income exceeds these thresholds, the deduction is completely eliminated.

The Reality for Palliative Care Physicians:

A married palliative care physician couple, or a physician whose spouse is also a high-income professional, will almost certainly have a taxable income above the phase-out threshold. Even a single physician can easily exceed their limit with a few extra locums shifts. As a result, the vast majority of practicing physicians do not get to claim the 199A QBI deduction.

The Trap: Misinterpreting the rule and claiming the deduction when you’re over the income limit. Some tax preparers who aren’t familiar with the nuances of physician finance might see pass-through income and automatically apply the deduction. This is a significant red flag in an audit. It’s crucial to understand that for our profession, this deduction is largely off the table. The better strategy is to focus on the other tools—S-corp planning, retirement account maximization, and tax-loss harvesting—that provide a more reliable path to tax reduction.