AI tools for geriatrics

Geriatric AI is moving toward dementia screening and polypharmacy review. Here’s the directory. But while we wait for those clinical tools to mature and integrate, a different set of AI-driven tools and financial frameworks can have a more immediate impact on our practice and personal bottom line. The operational side of our careers—managing income, optimizing taxes, and building wealth—is its own complex system. For geriatricians, whose compensation is often W-2 based and sits in a unique income bracket, understanding these rules isn’t optional; it’s the key to financial independence. This isn’t about abstract theory; it’s about a concrete set of strategies that can change your financial trajectory. For a broader look at this space, see the full list of geriatrics AI tools and resources available.

Understanding the 199A QBI Deduction (and Why Most Physicians Lose It)

Most of us heard about the Section 199A Qualified Business Income (QBI) deduction when it was introduced. It sounded great: a 20% tax deduction on pass-through business income. Then came the fine print that made most physicians tune out: the deduction is limited for Specified Service Trades or Businesses (SSTBs), a category that explicitly includes “the performance of services in the field of health.”

Here’s the core of the rule. For 2026, the QBI deduction for physicians and other SSTB professionals begins to phase out once your taxable income exceeds certain thresholds, estimated to be around $394,000 for single filers and $787,000 for those married filing jointly. Once your income surpasses the top of the phase-out range, the deduction drops to zero. Because of this, most specialists with high incomes assume 199A is irrelevant to them, and they’re often right.

But geriatricians are in a unique position. Our income often falls directly within or just above this phase-out range. This means that with a little planning, the 20% deduction is not only possible but potentially worth tens of thousands of dollars per year. The critical mistake is assuming you don’t qualify based on your gross salary. The calculation is based on your taxable income, after all your deductions are taken. This is a crucial distinction that opens the door for strategic planning.

The trap isn’t just missing the deduction; it’s the passivity of assuming it’s out of reach. We see colleagues in private practice or with significant 1099 income from a side business who leave this on the table because they hear “physicians don’t qualify” and never run the numbers. The first step is to identify your exact taxable income and see how close you are to that threshold. The next step is to actively manage it down.

Strategic AGI Management to Qualify for 199A

If your income is hovering near the 199A phase-out cliff, you have a powerful incentive to lower your Adjusted Gross Income (AGI). This isn’t about earning less; it’s about deferring more income into tax-advantaged accounts to bring your taxable income below the threshold. For a geriatrician with, say, $50,000 in 1099 income from a medical directorship, securing the 20% QBI deduction on that income ($10,000) is a significant win.

Here is a concrete sequence to lower your AGI:

1. Max Out Pre-Tax Retirement Accounts: This is the first and most impactful lever. For 2026, this means contributing the maximum to your employer-sponsored 401(k) or 403(b) (around $24,000, plus a catch-up contribution if you’re over 50). If you have 1099 income, you can also contribute to a Solo 401(k), which we’ll cover next.
2. Leverage a Health Savings Account (HSA): If you have a high-deductible health plan, the family contribution limit for an HSA in 2026 is projected to be $8,750. This contribution is “above-the-line,” meaning it reduces your AGI directly.
3. Bunch Charitable Donations: If you typically donate to charity, consider “bunching” two or three years’ worth of donations into a single year using a Donor-Advised Fund (DAF). This allows you to surpass the standard deduction, itemize, and further lower your taxable income in the year you contribute.

Let’s walk through an example. A physician filing jointly has a taxable income of $810,000, putting them just over the 199A cliff. By maximizing their 401(k)s and contributing the family maximum to an HSA, they can reduce their AGI. If they also bunch $30,000 in charitable giving into a DAF, they could potentially lower their taxable income enough to fall back into the phase-out range, partially or fully restoring their QBI deduction on any pass-through income. The planning trap here is looking at each deduction in isolation. The power comes from stacking them to achieve a specific goal, like getting back under the 199A threshold.

Unlocking Deductions with 1099 Side Income

The Tax Cuts and Jobs Act of 2018 (TCJA) was a blow to W-2 employees. It eliminated the ability to deduct unreimbursed employee expenses. For physicians, this meant we could no longer deduct costs for CME, medical licenses, DEA registration, board exams, scrubs, or home office use against our primary salary. These expenses, which can easily total $5,000 to $15,000 a year, became purely out-of-pocket costs.

The solution is to generate even a small amount of 1099 income. Any income reported on a 1099-NEC from activities like telemedicine, consulting, expert witness work, or a medical directorship allows you to file a Schedule C (Profit or Loss from Business). This simple form reopens the door to deducting all your legitimate and ordinary business expenses.

Here’s how it works: Your professional expenses (CME, licenses, etc.) are now deductible against your 1099 side income. For example, if you earn $10,000 from a consulting gig and have $8,000 in legitimate professional expenses, you can deduct the full $8,000. You only pay tax on the $2,000 of net profit. You’ve effectively “rescued” $8,000 worth of deductions that were otherwise lost.

Furthermore, this side business makes you eligible for a Solo 401(k). This powerful retirement vehicle allows you to contribute as both the “employee” and the “employer.” For 2026, this could allow you to shelter up to an additional $69,000 (or more, with catch-up contributions) of your 1099 income, completely pre-tax. This is separate from and in addition to your W-2 plan at your primary job. The combination of rescuing deductions and unlocking a high-capacity retirement account makes even a modest side hustle incredibly valuable.

The HSA Triple-Stacking Strategy for W-2 Physicians

The Health Savings Account (HSA) is the most tax-advantaged investment account available in the United States, yet most physicians underutilize it. They treat it like a Flexible Spending Account (FSA)—a short-term bucket to pay for current medical bills. This is a massive missed opportunity. The true power of the HSA lies in its triple tax advantage, which you can stack over decades.

Here is the strategy, broken down:

1. Tax-Free Contributions: Money goes into the HSA pre-tax, directly reducing your taxable income for the year. For 2026, the family contribution limit is expected to be $8,750, plus an extra $1,000 catch-up if you’re 55 or older.
2. Tax-Free Growth: Unlike a 401(k) or IRA, the money inside an HSA grows completely tax-free. The key is to actually invest the funds within the HSA, typically in low-cost index funds, and not leave them sitting in cash.
3. Tax-Free Withdrawals: You can withdraw money from the HSA tax-free at any time—now or in 30 years—for qualified medical expenses.

The “stacking” strategy is to max out your HSA contributions every single year, invest the money for long-term growth, and—this is the critical part—pay for all current medical expenses out-of-pocket. Don’t touch the HSA. Instead, save the receipts for those out-of-pocket expenses in a digital folder. Decades from now, in retirement, you will have a large, tax-free investment account and a folder full of accumulated receipts. You can then reimburse yourself from the HSA for those decades-old expenses, effectively making withdrawals for any purpose completely tax-free.

The planning trap is reimbursement timing. Many people think they have to reimburse themselves in the same year the expense is incurred. You don’t. There is no time limit. An HSA is not a “use it or lose it” account; it’s a stealth IRA that’s even better than a Roth. It’s the ultimate long-term shelter for a W-2 physician.

The Evolving Landscape of Clinical AI in Geriatrics

While mastering these financial frameworks provides immediate value, the clinical AI landscape is advancing in parallel. The initial hook of this article—dementia screening and polypharmacy review—points to where the technology is headed. Tools are emerging that can analyze EMR data to flag patients at high risk for cognitive decline based on subtle changes in language or behavior documented over years. Others focus on the classic geriatric challenge of polypharmacy, cross-referencing a patient’s medication list against the latest Beers criteria and renal dosing guidelines to prevent adverse drug events.

These systems are moving from passive checklists to active clinical decision support (CDS). For developers and health systems building these tools, the integration layer is key. An API-first approach, like the Pogosh CDS API, allows new algorithms and guidelines to be plugged into existing EMR workflows without requiring a complete system overhaul. This modularity is essential for keeping pace with rapidly changing evidence and technology.

For the practicing geriatrician, the call to action is to stay informed. As these tools become more integrated, they will shift from novelties to the standard of care. Understanding their capabilities and limitations will be crucial for both quality of care and operational efficiency. Keeping an eye on the evolving physician AI tools directory can help you track which solutions are gaining traction and demonstrating real-world utility in complex patient populations.

Reviewed by Pouyan Golshani, MD, Interventional Radiologist — May 21, 2026