PEO for Manufacturers: When It Makes Sense (and Doesn’t)
A 45-employee metal fabricator in Ogden runs payroll, HR compliance, benefits administration, and workers comp through a Professional Employer Organization (PEO). The owner sees a single monthly invoice, a competitive health plan, and a workers comp rate that would be hard to match on the open market. What the owner does not always see is what the PEO costs relative to the alternative, and whether the co-employment relationship still makes sense as the plant grows.
PEOs are a real tool for small and mid-size manufacturers. They are also frequently oversold, priced non-transparently, and painful to exit. The decision to enter or leave a PEO relationship deserves real math.
What a PEO Actually Does in a Manufacturing Setting
A PEO enters into a co-employment relationship with the client company. The PEO becomes the “employer of record” for tax and HR purposes; the client remains the “worksite employer” that directs the work. Payroll runs through the PEO’s payroll system, tax deposits are made under the PEO’s employer identification number, workers comp coverage is provided under the PEO’s master policy, and the PEO offers a benefits package (typically better than a small employer could get standalone).
For a manufacturer, three services drive most of the value: workers comp coverage, benefits access, and HR compliance support. Payroll processing is table stakes.
The Workers Comp Advantage for Higher-Risk Codes
Manufacturing NAICS codes carry high workers comp base rates. Rates for metal fabrication, food processing, and heavy manufacturing can run 3 to 8 percent of payroll or more, depending on the specific classification code and the plant’s loss history.
PEOs pool workers comp risk across their entire client base, which often produces lower effective rates than a small manufacturer could get standalone. The advantage is largest for plants with:
- Higher-risk classification codes
- Recent claims history that hurts standalone underwriting
- Insufficient headcount to be attractive to a direct carrier
The advantage shrinks or reverses for plants with excellent loss history, mature safety programs, and enough headcount to negotiate directly with carriers.
Break-Even Math: When PEO Pricing Wins
PEO pricing is typically quoted as a percentage of payroll (often 2 to 5 percent) or as a per-employee-per-month (PEPM) rate. What is included in that fee varies. Some PEOs include workers comp premium; others bill it separately. Some include benefit costs; others pass benefits through at cost.
To compare a PEO quote to a standalone setup, build the standalone cost stack:
- Payroll processing (ADP, Paychex, Gusto): typically $10 to $30 per employee per month
- Workers comp premium at the plant’s own experience mod
- Health benefits negotiated directly with a broker
- 401(k) plan administration
- HR compliance software or consulting
- Payroll tax filing (usually bundled with the payroll processor)
Add up the standalone stack, compare to the PEO all-in cost, and remember to factor the value of time saved. PEOs typically win the math for plants under 50 employees with higher-risk workers comp codes. They typically lose the math for plants over 150 employees with mature HR functions and clean loss history.
When Building In-House HR Beats a PEO
Signs the PEO relationship is outgrowing its usefulness:
- The plant has hired a full-time HR generalist or manager
- Workers comp rates have improved to competitive standalone levels
- The benefits package is generic and less flexible than what the plant could design directly
- HR data and reporting are constrained by the PEO’s platform
- Payroll costs (as a percentage of gross wages) look expensive compared to alternatives
Manufacturers that build in-house HR typically move away from PEO around 100 to 200 employees, depending on complexity and risk profile.
Common Contract Traps to Negotiate Out
Four PEO contract terms deserve close attention before signing:
- Notice period for termination (60 to 90 days is standard; some agreements push to 180 days)
- Automatic renewal terms and price escalation clauses
- Ownership of employee data on exit (a common friction point)
- Workers comp deductible or loss-sensitive provisions that pass risk back to the client
PEO contracts are negotiable, especially at renewal. Manufacturers should push back on any term that would make an exit painful or expensive.
Exiting a PEO Without Blowing Up Benefits
PEO exits are logistically messy. Employee benefits change, tax IDs change, workers comp policies transfer, and every employee has to be onboarded into the new employer’s systems. A clean exit typically takes 90 to 120 days of preparation.
Critical exit tasks include establishing a new state unemployment insurance account (which starts at the highest rate until history builds up), running a benefits open enrollment on the new plans, transitioning 401(k) balances if the PEO was hosting the plan, and communicating carefully with employees about what changes and what stays the same.
PEO is a real option for the right manufacturer at the right stage, and the wrong option for others. The manufacturing team at Cooper Norman has helped Idaho and Utah plants evaluate PEO relationships, compare quotes to standalone alternatives, and manage exits when the math has changed. Our fractional CFO group can run the specific break-even analysis for your plant.
Physician Buy-In and Buy-Out Formulas That Work
Every successful medical or dental partnership eventually faces the same two questions: how does an associate become an owner, and how does an owner become a former owner? The answers get written into a partnership or shareholder agreement, and the exact formulas chosen determine whether the transition is a mostly administrative exercise or a several-year source of resentment.
For a small-group practice in Idaho or Utah adding its first partner, or a mature group updating a decade-old agreement, the mechanics matter. This piece covers what a buy-in is really buying, the three formulas most practices actually use, how associates fund the purchase without leveraging their houses, the tax treatment on both sides of the table, and the buy-out language every partnership should have in place before it is needed.
What the Buy-In Is Really Buying (Equity vs Income Stream)
A buy-in purchases two different things at once, and clarity about the split is where most partnership disputes start.
The first is equity: a share of the practice’s tangible assets (equipment, receivables, real estate if included), less liabilities. Equity is what shows up on the balance sheet and what the new partner would receive if the practice were dissolved tomorrow.
The second is the income stream: a share of future distributable earnings. That is the goodwill, the ongoing patient base, the referral relationships, and the operating platform the founders built. In most medical and dental practices, the income stream is where the real value lives, and it is usually the larger portion of a buy-in.
The Three Common Buy-In Formulas
Practices use three main formulas, sometimes in combination:
- AR-based (or hard asset only): The associate buys a share of net tangible assets, typically working capital including accounts receivable, less current liabilities. Goodwill is not paid for. The associate essentially earns into partnership through future practice building.
- Book value: The associate buys a share of the practice’s book equity as stated on the balance sheet. Simple to compute; often understates real value if the practice has significant goodwill.
- Appraised value: The associate buys a share of the practice’s appraised fair market value, including goodwill. Most accurate; most expensive to the incoming partner and most defensible to the outgoing partner.
Founder practices sometimes use a hybrid: appraised value for goodwill, book value for hard assets, and an installment structure for both. The choice is a negotiation between “the associate should pay for what they are getting” and “we want them to become a partner while they can still afford it.”
How Associates Fund a Buy-In Without a Second Mortgage
Very few associate physicians or dentists have $200,000 to $500,000 in cash to write a check for a buy-in. Three funding structures work in practice:
Practice-financed buy-ins are the most common. The practice sells the interest to the associate over three to seven years, with the associate paying through a reduction in take-home compensation. The math has to work for both sides: the associate has to end up with meaningfully higher long-term earnings; the seller has to receive a market-rate payment for the interest.
Bank-financed buy-ins use practice or physician loans. Several regional and specialty lenders will finance a partner buy-in when the practice’s cash flow supports it. Rates and terms have moved considerably in the last three years; the current lending market matters.
Deferred compensation buy-ins let the associate earn into partnership through reduced comp over time without a formal debt. The IRS treats these carefully, and structure matters to avoid unintended tax consequences.
Tax Treatment on Both Sides of the Table
Tax treatment differs meaningfully between the buyer and the seller, and it depends on entity type.
For an S corporation practice, a stock sale to the associate is generally capital gain to the seller and non-deductible to the buyer, who acquires stock with a carryover basis. For a partnership or LLC, an interest sale can create ordinary income on hot assets (receivables, depreciation recapture) mixed with capital gain, with the buyer receiving an inside basis step-up under §754 if the practice makes the election.
The choice of entity, the choice of §754 election, and the structure of the sale together determine whether the associate is buying with pre-tax or after-tax dollars, and whether the seller is receiving ordinary or capital gain. Running the tax math before the deal is documented is essential.
The Buy-Out Formula Every Partnership Needs Before Day One
Every partnership agreement should specify the buy-out formula for four events: retirement, death, disability, and involuntary departure. The formula should use the same valuation approach as the buy-in (fairness on both ends of the same road), specify a payment timeline that does not bankrupt the practice, and address funding through life and disability insurance where appropriate.
The single most common cause of partnership disputes is not having this formula written down before it is needed. Once a retirement or disability event triggers the conversation, negotiating leverage sits with whoever’s interest the practice is trying to protect.
Cooper Norman’s business transition planning team models partner buy-ins and buy-outs for medical and dental groups across Idaho and Utah, running the tax and cash-flow math for both sides of the transaction. To structure a fair partnership transition, talk with a Cooper Norman advisor.
Physician Comp Models: Eat-What-You-Treat vs. Equal Share vs. Hybrid
The compensation model inside a medical group is not just a payroll question. It is the group’s operating system. It shapes which physicians want to work harder, which want to leave, and which partner disputes eventually surface. Most disputes inside physician groups trace back, one way or another, to whether the compensation model still fits how the group actually operates.
Three models dominate small and mid-sized physician groups in Idaho and Utah: eat-what-you-treat, equal share, and hybrid base-plus-production. Each one works well in specific conditions and creates specific tensions when conditions change. This piece walks through how each model actually works, when each stops working, how to allocate overhead fairly, and how to transition between models without a partner revolt.
How Eat-What-You-Treat Actually Works
Eat-what-you-treat (EWYT) ties each physician’s take-home directly to what they personally produce. Each physician’s share of collections is tracked separately. Overhead is allocated to each physician (usually a mix of equal shares and pro-rata shares tied to production). The physician’s net comp is their collections minus their allocated overhead.
EWYT rewards production and clarifies economic outcomes. Partners who produce more take home more, without much internal argument about who is pulling their weight.
The tensions show up in three places. Ancillary revenue (imaging, in-office lab, physical therapy) does not map cleanly to any individual physician and requires an allocation formula. Overhead allocation is more art than science, and the split between fixed and variable overhead becomes a source of dispute. And physicians in slower building years or slower quarters bear more downside risk than in other models.
The Case for Equal Share (and When It Breaks)
Equal share treats every partner physician as equal in the compensation pool, regardless of what each one produces in a given period. All practice profits (after expenses) are divided equally among partners.
Equal share works well when the partners have similar production, similar patient panels, and similar work styles. It preserves collegiality: no partner is comparing pay stubs. It also works well in environments where production is genuinely constrained by scheduling and referral flow rather than physician effort.
Equal share breaks when production diverges materially. A partner producing 12,000 wRVUs a year subsidizing a partner producing 7,500 wRVUs eventually notices. The subsidy may be justified (mentorship, admin work, transition planning) or unjustified. Either way, equal-share groups routinely need a mechanism to have that conversation productively, or the subsidy becomes silent resentment.
Hybrid Models: Base Plus Production
The hybrid model splits comp into two components: a base guaranteed salary and a production-based upside. The base cushions slow periods and provides income stability. The production component rewards effort and volume.
The split between base and production is the key variable. A 70/30 base-heavy split (70% base, 30% production) skews toward collegiality and stability. A 30/70 split skews toward EWYT-like dynamics. Most groups sit somewhere in between and evolve the split over time.
Hybrid works well for groups adding a new partner, transitioning from equal share, or trying to balance production incentive with team culture. It is the most common model for physician-owned groups over five partners because it accommodates the most different partner situations.
How to Allocate Overhead Fairly
Overhead allocation is where compensation math either builds trust or destroys it. Three common approaches:
- Equal share of all overhead. Simple, defensible for administrative and occupancy costs. Feels unfair when one partner uses far more of a specific expensive resource
- Pro-rata to production. Each partner’s overhead allocation matches their share of production. Aligns incentives; can be complex to administer
- Hybrid allocation. Fixed overhead (rent, admin, EHR) split equally; variable overhead (medical supplies, lab, per-encounter costs) allocated by production or usage
The hybrid allocation approach is the most defensible for most groups. It reflects the reality that some costs do not scale with production and some do.
How to Transition Between Models Without a Partner Revolt
Groups transitioning from one comp model to another (usually equal share to hybrid, or hybrid to EWYT) often break the transition because they try to move too fast. Three principles help transitions work:
Model the transition first. Every partner should see, on paper, what their comp would have been under the new model for the last 12 to 24 months. Surprises after implementation kill the transition. Surprises modeled before implementation invite productive discussion.
Phase the transition over two to three years. A sudden switch from equal share to EWYT will produce a partner revolt among any partners whose comp would drop. A phased transition (25% new model, 75% old model in year one; 50/50 in year two; full new model in year three) gives partners time to adjust production, retire, or leave on their own timeline.
Preserve one anchor of stability. Even a full-production model should preserve either a modest base or a minimum guaranteed distribution. This protects the group during a bad quarter and reduces the fear that drives most opposition to a comp model change.
Cooper Norman’s business transition planning team models comp restructures for physician-owned groups across Idaho and Utah, running the “what would each partner have earned” analysis before any change gets voted on. To model your group’s next comp iteration, talk with a Cooper Norman advisor.
Measuring the ROI on Precision Ag Technology
Auto-steer, variable-rate technology, yield mapping, telematics, drone imagery, soil-moisture sensors. Every equipment vendor promises payback in the first season, sometimes in the first month. Some of the technology genuinely pays back. Some of it does not. The operations that reliably tell the difference are the ones that treat the purchase like any other capital investment and run the math up front.
For an Idaho or Utah farm evaluating a $50,000 precision-ag upgrade, or a $150,000 system purchase, the difference between a payback model and a marketing narrative is worth the hour it takes to build. This is what the model actually looks like.
The four value categories
Precision-ag returns come from a small set of value categories:
- Input savings. Variable-rate application reduces overapplication of seed, fertilizer, chemicals. Auto-steer reduces overlap. The savings show up in unit-input cost per acre.
- Yield improvement. Better placement of inputs, faster response to field conditions, and better data on what works produce yield gains. The gain shows up in units sold, not cost per unit.
- Labor productivity. Auto-steer runs longer without operator fatigue. Telematics reduces service calls and unproductive time. Labor cost per acre drops.
- Machine longevity and fuel savings. Precision routing reduces engine hours per acre. Telematics-driven maintenance extends equipment life.
Every technology should be mapped to at least one of these. Marketing that promises value in a fifth category that does not touch input, yield, labor, or machine cost usually is not producing measurable return.
The payback formula
Simple payback:
Annual net benefit divided by installed cost equals payback period in years. Payback below the useful life of the technology, with a margin for uncertainty, is the minimum threshold for a purchase decision.
Refined payback:
- Annual net benefit includes input savings, yield gain valued at expected sale price, labor savings, and equipment-cost savings.
- Installed cost includes hardware, software subscriptions capitalized over the useful life, installation, training, and connectivity infrastructure if separate.
- Compare payback to the operation’s cost of capital: the lender rate on the equipment loan or the operation’s blended cost of debt and equity.
- Layer in tax treatment: §179 expensing, bonus depreciation, and R&D credit qualification for any precision-ag activity that meets the four-part test.
What to measure before the purchase
Without a baseline, no “savings” can be proved. Before installing precision-ag technology, capture:
- Current inputs per acre by crop and field.
- Current yield distribution: field average, low-yield zones, high-yield zones.
- Current labor hours per pass across each operation type.
- Current fuel per acre.
- Current repair and downtime cost across the equipment fleet.
These baselines take one to two seasons to establish reliably. Operations that install precision-ag technology and then try to claim savings without a pre-installation baseline cannot make the case to a lender, a family partner, or a tax auditor if the equipment gets a §179 election.
What to measure after
Post-installation measurement uses the same categories, the same acres, the same crop, and a full season. Two seasons for a defensible answer, because weather, price, and rotation vary year to year.
The comparison is not “our costs went down after we installed the system.” Every operation’s costs move year to year for reasons unrelated to the technology. The comparison is “the specific value category the technology was supposed to improve moved by the amount projected in the payback model.”
Variable-rate fertilizer promised a 12 percent reduction in fertilizer cost per acre. Actual reduction was 8 percent. The technology delivered a portion of the projection; is the payback still within the acceptable window? That is a defensible answer. “We are happier with the new system” is not.
When the tech does not pay
Common failure modes on precision-ag investments:
- Small acre base. Fixed subscription and hardware amortization overwhelm the per-acre savings. A $2,000-per-year software subscription on 400 acres is $5 per acre; on 4,000 acres it is $0.50 per acre.
- Poor rural connectivity. Telematics that cannot phone home does not produce data. Buying data-dependent systems without confirming coverage is a common overbid.
- Software the operator does not use. If the data goes to a dashboard nobody opens, the system is not producing decisions. This is by far the largest failure category.
- Vendor lock-in. Systems that lock the data into one vendor’s platform reduce the operation’s negotiating power at renewal and reduce value if the operation later changes equipment brands.
The right first step
Before signing on any precision-ag investment above modest scale, build a two-page payback model with real inputs, real acres, and real benchmark savings pulled from published university and USDA-ERS studies, not vendor case studies. Run the tax treatment through §179 and bonus depreciation with actual current-year limits. Compare to the operation’s cost of capital.
This overview is general information, not investment advice for your specific operation. Talk with Cooper Norman’s ag CPAs and our capital equipment tax planning to run the model before the equipment order is placed. Run the payback with Cooper Norman.
Prepaid Farm Expenses and the 50% Rule
Every December, Idaho and Utah farm operators face the same question: how much next-year seed, fertilizer, chemical, and feed can be paid for this year to move deductions into the current tax year? The answer is not “as much as you have cash for.” Two separate rules limit farm prepayments, and getting them confused is common.
The general prepaid rule under IRC §461 sets the baseline test for any prepayment. The 50 percent rule under §464 applies specifically to certain farm operations and adds a cap on top of the general rule. Most actively-managed family farms clear the §464 exception, but assuming that without confirming is where operations trip.
Which prepayments actually qualify
Prepayable farm inputs that generally clear the qualifying-item test:
- Seed for planting the next crop.
- Feed for livestock, provided actual delivery or firm commitment.
- Fertilizer and soil amendments.
- Chemicals: herbicides, pesticides, fungicides.
- Similar consumable inputs used in the production of a farm crop or livestock product.
Items that do NOT qualify for prepayment treatment under this framework:
- Equipment or equipment parts (separate depreciation rules).
- Land improvements or structures (capitalization rules).
- Insurance premiums (separate prepaid-insurance rules).
- Custom-hire services that will be performed next year (economic-performance rules).
The general prepaid rule
Every farm prepayment has to clear the three-part test under §461 and Rev. Rul. 79-229:
- Actual purchase, not a deposit. The payment must be for identified goods with a specific supplier, specific quantity, and specific price. A “deposit” that can be applied against any future purchase does not qualify.
- Specific business purpose. The prepayment must serve a real business purpose beyond tax deferral. Securing supply, locking in price, or ensuring delivery timing are business purposes. Pure tax timing is not.
- No material distortion of income. The prepayment must not materially distort the taxpayer’s income compared to accrual-basis reporting. A prepayment that shifts a huge portion of next year’s expenses into this year raises distortion concerns.
All three must be met. Missing any one disqualifies the deduction for the year of payment.
The Section 464 50% rule
Section 464 adds a separate limit on top of the general rule. For taxpayers subject to §464, prepaid farm supplies cannot exceed 50 percent of other deductible farm expenses for the year. Any prepayment above that cap is not deductible in the year of payment; it deducts in the following year when the input is used.
Practical effect: an operation with $200,000 in other deductible farm expenses can prepay up to $100,000 in seed, fertilizer, chemicals, and feed under §464. Prepayments above that get pushed to the following year regardless of when the check cleared.
Who §464 actually hits
The 50 percent rule does not apply to most family farms. Section 464 targets:
- Farm syndicates. Partnerships or S corporations where more than 35 percent of losses are allocable to limited partners, limited entrepreneurs, or non-materially-participating owners.
- Tax-shelter farming operations. Operations where a principal purpose is deferral of tax.
- Non-materially-participating owners even in otherwise family operations.
Family farms with active management, real operator involvement in day-to-day decisions, and a §464(f) qualified family farm exception are generally not subject to the 50 percent rule. Confirming that status with the CPA is worth the ten minutes it takes.
How to use the rule well
For a farm that qualifies to prepay under both rules, year-end prepayment discipline looks like this:
- Forecast next-year inputs by category before making prepayments.
- Place orders with dated invoices before December 31, identifying specific supplier, quantity, and price.
- Keep delivery documentation. Products delivered to the farm during the year strengthen the case; products delivered next year with a firm commitment still generally qualify.
- Match prepayments to real inputs the operation will actually use in the next crop year. Prepaying more than the operation can consume is where auditors get interested.
- Run the 50 percent calculation before writing the check if there is any question about §464 status.
Real Idaho example
A Bingham County potato grower with typical year-end cash position uses fall fertilizer prepay to move deductions into the current year. Ordering specific tonnage of specific fertilizer product from a specific supplier before December 31, with a dated invoice and delivery scheduled by early April, generally satisfies both the §461 test and the §464 exception for the active family farm.
The same operation prepaying “a deposit toward next year’s fertilizer” without identifying product, quantity, or price does not clear the §461 test and does not deduct in the current year.
This overview is general information, not tax advice for your specific operation. Talk with our farm CPAs and our year-end tax planning services before writing December prepayment checks. Run the prepay math with Cooper Norman to protect the deduction.
The QBI Deduction (§199A) for Physician-Owned Practices
A solo physician earning $400,000 in a joint return can claim the full 20 percent qualified business income deduction and shave tens of thousands off the federal bill. The same physician earning $560,000 loses the deduction entirely. The rule that draws that line, IRC §199A and its specified service trade or business classification, is unforgiving for medicine. Understanding where a practice sits in the phase-in range, and how to move that position with lawful planning, is the QBI deduction physicians most often mishandle.
The good news is that the deduction survived through 2026 and is now permanent under the One Big Beautiful Bill Act. That removes the sunset uncertainty many practice owners had been planning around. What remains is the SSTB haircut, the income thresholds, and a handful of moves inside the phase-in range that can preserve some or all of the deduction.
How §199A Works for a Physician-Owned Practice
Section 199A allows owners of pass-through businesses, meaning sole proprietors, partnerships, S corporations, and LLCs taxed as either, to deduct up to 20 percent of qualified business income from taxable income. The deduction reduces the tax bill without reducing self-employment tax, and it applies at the individual level, not the entity level. For a physician-owner of a professional S corporation earning $300,000 of qualified business income after reasonable compensation, the deduction is worth up to $60,000, which at a 32 percent marginal bracket is roughly $19,200 of federal tax saved.
The catch, for medicine specifically, is the SSTB rule.
The SSTB Rule and Why Medicine Falls Under It
Section 199A explicitly names health as a specified service trade or business. So do law, accounting, consulting, performing arts, actuarial science, athletics, financial services, and any trade or business where the principal asset is the reputation or skill of the owners. For these categories, the deduction phases out based on taxable income and is fully lost above the top of the phase-in range.
For a medical or dental practice, the SSTB classification means the deduction is available at lower income levels, restricted in the phase-in range, and unavailable above it. The wage and property tests that expand the deduction for non-SSTB businesses do not open the door for a physician-owned practice above the phase-out ceiling.
2026 Income Thresholds and the Phase-In Range
For tax year 2026, the taxable income thresholds are $201,775 for single filers and $403,500 for married filing jointly. The phase-in range extends $50,000 above threshold for single filers, ending at $276,775, and $100,000 above threshold for joint filers, ending at $553,500.
Below the threshold, a physician-owner gets the full 20 percent deduction. Inside the phase-in range the deduction is proportionally reduced. Above the top of the range, an SSTB physician gets zero. A joint-filer physician with $478,500 of taxable income, exactly halfway through the phase-in range, is entitled to half the deduction.
Note that the trigger is taxable income, not qualified business income and not adjusted gross income. Retirement contributions, itemized or standard deductions, above-the-line deductions, and even the QBI deduction itself all affect the calculation.
Planning Moves Inside the Phase-In Range
Once a practice owner lands inside the phase-in range, three levers can meaningfully move the number.
Retirement contributions are the largest. A cash-balance defined benefit plan can shift six figures of taxable income into deferred territory, moving a joint-filer physician from the middle of the phase-in range to below the threshold and restoring the full deduction. For a solo physician with the capacity, this is often the single highest-leverage move available.
Reasonable compensation is the second lever, but the direction is counterintuitive. For an S corporation, higher W-2 compensation reduces qualified business income and therefore the deduction, but also reduces the SSTB owner’s taxable income by shifting profit to wages that are then reduced by employer payroll tax and 401(k) deferrals. The right level depends on facts specific to each practice.
Entity choice is the third. Splitting a practice into an SSTB entity and a non-SSTB entity, such as a real estate holding company that owns the office building, can preserve deduction on the non-SSTB side even when the medical entity is above the ceiling. The crack-and-pack strategy has become harder in recent years, and the regulations restrict shared ownership above 80 percent, so this needs careful structuring rather than a template.
The Bottom Line for Idaho and Utah Practice Owners
The §199A deduction is now permanent, which means planning around it is worth the effort every year, not just in TCJA sunset scenarios. For a physician-owner in Idaho Falls, Boise, Provo, or Salt Lake City, the value of getting the calculation right is often $10,000 to $30,000 a year, and the planning window closes on December 31.
Our team at Cooper Norman helps physician and dental practice owners in Idaho and Utah run the numbers on §199A planning alongside retirement contributions, S-corp wage decisions, and entity structure. If your taxable income for 2026 is trending toward the phase-in range, the time to model it is now, while there is still runway to move the levers.
This overview is general information, not tax advice for your specific situation.
Revenue Cycle Management KPIs Every Physician Should Track
A medical practice can be fully booked and still leave money on the table. The revenue cycle, from patient registration to final payment, is where profitability lives or dies, and most practice owners look at a fraction of the metrics that would tell them what is happening. A monthly review of the right five KPIs takes about fifteen minutes and catches most problems before they compound.
The list below is not exhaustive. It is the five KPIs a physician-owner in Idaho Falls, Twin Falls, or Provo can actually watch each month, understand quickly, and act on. Each one measures a different point in the cycle, and each has a specific fix when the number goes the wrong direction.
Clean Claim Rate: The First Signal of Front-End Health
The clean claim rate is the percentage of claims that pass the payer’s edits on the first submission, without rejection or manual rework. It is a direct reflection of front-office work: eligibility verification, correct patient demographics, current insurance, valid authorizations, and clean coding.
When the clean claim rate slips, the cause is almost always upstream of billing. Rework is expensive, and every rework claim slides into the aging bucket. Practices that push their clean claim rate up by fixing registration workflow generally see downstream metrics improve at the same time, because the same errors that cause claim rejection also cause denials.
Denial Rate: What Percentage Comes Back the First Time
Denial rate is the percentage of submitted claims returned unpaid, broken out by reason. Watching the aggregate denial rate is useful; watching it by reason code is where the money is. A rising denial rate driven by prior authorization is a very different problem than a rising rate driven by medical necessity.
The three questions a denial report should answer each month are: which payer is driving the increase, which reason code is behind it, and what is the working queue age on the affected claims. If any denial is sitting past sixty days without action, the practice is training its billers that denials do not need to be worked promptly, and that habit is hard to break once it sets in.
Net Collection Rate: The Number That Actually Pays the Bills
Net collection rate is total collections divided by allowed amount (charges after contractual adjustments). It measures how much of the money the practice is actually owed under its contracts is being collected. A net collection rate under 95% means real money is being written off, appealed poorly, or missed at the patient-responsibility stage.
The gap between 95% and 100% is the collectible money the practice is losing. On a practice with $2 million in net collections, that gap can be six figures a year. Practices rarely fix this by working harder on the same workflow; the improvement usually comes from a specific change to patient-responsibility collection at time of service, or a change to how denials over 45 days are triaged.
AR Aging: Where Your Money Is Stuck
AR aging shows the practice’s receivables broken into buckets: current, 31 to 60 days, 61 to 90 days, 91 to 120 days, and over 120 days. The number to watch is the percentage of AR sitting past 90 days. Anything over 15% in that bucket is a warning sign; over 25% is a problem that will not fix itself.
Aging concentrates the practice’s worst work. Old AR is old because someone did not follow up, a denial did not get resolved, or a patient balance was not pursued. A monthly aging review with an owner for each account over 90 days closes more claims than any process change.
Cost to Collect: The Metric Almost No One Runs
Cost to collect is total revenue cycle expense (billing staff, clearinghouse fees, outsourced billing, software) divided by net collections. It answers a question few practice owners ask: how much of every dollar we collect goes to the collecting itself?
Industry ranges vary by practice size and specialty, and the number matters less than the trend. A cost to collect that rises quarter over quarter while collections stay flat means the revenue cycle is getting more expensive to run without producing more cash. That is the moment to look hard at whether the current workflow, headcount, or vendor mix is still right for the practice.
These five KPIs are not the only metrics worth watching, but they are the ones that separate a busy practice from a profitable one. Cooper Norman’s healthcare accounting team builds monthly revenue cycle dashboards for practices across Idaho and Utah, and connects the metrics to the cash-flow forecast and owner-comp math. To review your own revenue cycle numbers, talk with a Cooper Norman advisor.
Rd Tax Credit Manufacturers Qualify Claim
The federal Research and Development tax credit is often described as a Silicon Valley perk. That framing costs Idaho and Utah manufacturers real money every year. Shop-floor process improvements, new-formulation trials, tooling redesign, and custom software development all routinely qualify.
The credit is a dollar-for-dollar reduction in tax liability under Section 41, and qualified small businesses can apply up to $500,000 per year against payroll taxes rather than income tax. For a Utah aerospace-tier supplier or an Idaho cheese processor iterating on shelf-life, that can be the difference between a break-even quarter and a fundable one.
Here is what manufacturers should know before assuming the credit does not apply.
What the credit is worth
The Section 41 credit rewards qualified research expenses at either a regular rate or an alternative simplified credit (ASC) rate. Most manufacturers use the ASC because it does not require historical base-period data going back to the 1980s.
The credit reduces the manufacturer’s federal income tax bill. For companies with gross receipts under $5 million in the current year and no gross receipts before the prior five-year window, up to $500,000 can be applied against payroll tax under Section 41(h). That amount first offsets the 6.2% employer Social Security portion (up to $250,000), then the 1.45% Medicare portion for any remainder.
Many states, including Idaho and Utah, have their own R&D credits that stack on top of the federal credit. Coordinating both is a Cooper Norman conversation.
The four-part test in plain language
Qualifying research must meet all four of these tests. If any test fails, the activity does not qualify:
- Permitted purpose. The activity aims to develop or improve a product, process, technique, formula, invention, or software.
- Technological in nature. The work fundamentally relies on principles of physical or biological sciences, engineering, or computer science.
- Elimination of uncertainty. At the start of the project, the outcome, method, or capability was uncertain.
- Process of experimentation. The team systematically evaluates alternatives, whether through modeling, trial and error, or structured testing.
The bar is technical uncertainty, not scientific novelty. A cheese plant reformulating for lower sodium, an aerospace supplier iterating on a machined tolerance, and a med-device manufacturer testing packaging integrity all sit inside these tests.
Shop-floor activities that almost always qualify
Cooper Norman sees the following activities qualify repeatedly for manufacturing clients:
- New product design and prototyping
- Process improvements that increase throughput, reduce scrap, or improve yield
- Custom tooling and fixture development
- Formulation trials, whether food, chemical, or coatings
- Software development for MES, quality, or automation systems
- Testing and validation to meet a new customer or regulatory specification
- Environmental or sustainability engineering that changes the process
Activities that do not qualify
Some work looks like R&D but fails the tests. Common disqualifiers:
- Research conducted outside the United States, which is excluded from Section 41
- Market research, consumer surveys, and management studies
- Adaptation of an existing product to a specific customer’s requirements when the underlying technology is unchanged
- Duplication of an existing product or process from public information
- Research funded by another party where the manufacturer bears no financial risk
Funded-research disqualification is where good projects lose credits. Contract language decides who is bearing the risk, so the contract review has to happen before the work is done.
How to document the credit as you go
The IRS wants a nexus between the qualified activity, the person performing it, and the dollars claimed. Contemporaneous documentation is far cheaper than reconstruction. What actually holds up on audit:
- Project descriptions written at the time the project starts, not after year-end
- Time tracking or reasonable time allocations tied to named projects, not general R&D buckets
- Engineering notebooks, test data, iteration logs, and version control history for software
- Supply and contract-research invoices with a clear project reference
Filing Form 6765
The credit is claimed on Form 6765. Starting with 2026 filings, most claimants complete the expanded Section G, which requires more detail about qualified activities. Qualified small businesses electing the payroll offset are exempt from the new Section G reporting requirement, which keeps the paperwork burden lower for start-ups still on the payroll election.
The payroll offset itself is claimed on the next quarterly Form 941 after the income tax return is filed, so the timing matters if cash flow is tight.
This overview is general information, not tax advice for your specific business. Talk with a Cooper Norman advisor about how to document, claim, and coordinate the credit with your tax planning.
Yes, the R&D Tax Credit Applies to Medical and Dental Practices
The Section 41 research credit is not just for pharmaceutical companies and semiconductor plants. A dental lab designing custom prosthetics, an oral surgery practice refining a novel implant workflow, or a group practice developing a custom EHR integration can all qualify for the R&D tax credit medical practice owners often assume is out of reach. The four-part test in the tax code does not mention lab coats or clean rooms. It rewards technical work aimed at eliminating uncertainty, and clinical practices produce that kind of work more often than they realize.
The credit became more valuable in 2025. Under the One Big Beautiful Bill Act, immediate deductibility of domestic research expenses was restored, reversing the five-year amortization that had made §174 a headache since 2022. For medical and dental practices with even modest R&D activity, the combined effect of the credit plus immediate deduction is meaningful.
The Four-Part Test in Plain Language
Section 41 defines qualified research using four requirements. All four must be met.
First, the activity must have a permitted purpose, meaning it aims to develop or improve a product, process, technique, formula, invention, or software used in the taxpayer’s business. In a clinical setting, that includes a new diagnostic protocol, a modified surgical technique, or software that connects two clinical systems.
Second, the activity must be technological in nature. It has to rely on principles from the physical, biological, engineering, or computer sciences. Medicine and dentistry are biological and physical sciences, so most clinical technical work satisfies this element.
Third, the activity must aim to eliminate technical uncertainty. The physician or the lab must not know at the outset whether the approach will work or which of several approaches is best. Uncertainty is the core of the credit and the element most often missing on the practice side.
Fourth, the activity must proceed through a process of experimentation. That means evaluating alternatives, testing hypotheses, and iterating based on results. It does not have to look like a formal clinical trial.
What Actually Qualifies Inside a Medical or Dental Practice
The credit is broader than most practice owners assume. Qualifying activities in the clinical world commonly include:
- Custom prosthetic and orthotic design in a dental or oral surgery lab, where each case involves iterative fit and function work.
- Development or substantial modification of surgical instruments, guides, or splints.
- Novel treatment protocols that combine existing modalities in new ways, provided the outcome is uncertain and the process is documented.
- Custom software development, including EHR integrations, patient portals, and analytics tools built in-house.
- Process improvements in imaging or lab workflows that use technical principles and aim to improve accuracy, speed, or safety.
Activities that generally do not qualify include routine patient care, ordinary quality improvement, market research, and adopting a vendor’s product as delivered without technical modification.
§174 Under OBBBA: Immediate Deduction Restored
From 2022 through 2024, §174 required domestic research expenses to be amortized over five years rather than deducted currently. That rule reduced the effective benefit of a research effort in the year the work happened and pushed some practices to stop counting R&D activity entirely.
The One Big Beautiful Bill Act reversed that treatment. Domestic research expenses paid or incurred in tax years beginning after December 31, 2024 are immediately deductible again. Foreign research expenses remain on a 15-year amortization schedule. Retroactive relief is also available for domestic R&D investments made between 2022 and 2024, which means some practices can accelerate or amortize those prior-year costs on an amended return or under an elective method.
The interaction with the §41 credit is favorable. Immediate deduction plus the credit means the after-tax cost of qualifying research is meaningfully lower than it was through 2024.
The Payroll Offset for Newer Practices
Practices with less than $5 million in gross receipts and no gross receipts before the past five years can elect to apply up to $500,000 of the research credit against payroll tax rather than income tax. The payroll offset was doubled from $250,000 to $500,000 under the Inflation Reduction Act, and it is the most useful feature of the credit for a young practice that is not yet profitable.
A new dental practice that spent $200,000 on qualifying research activity in its second year of operations could generate a credit in the tens of thousands and apply it against the employer portion of payroll tax on the next several quarterly filings, effectively getting cash back before the practice ever owes federal income tax.
Documentation You Need Before You Claim
The credit requires contemporaneous evidence. That means dated project notes, iteration logs, cost tracking by project, employee time allocated by activity, and a written statement of the technical uncertainty being addressed. Practices that treat R&D activities as ad hoc and undocumented tend to fail on examination even when the work would have qualified.
Cooper Norman advises medical and dental practice owners in Idaho and Utah on practice tax planning, and we have credited the same activities on the manufacturing and construction side for years, including in our earlier post on the R&D credit for construction businesses. If your practice runs a dental lab, develops software in-house, or works on protocols where the outcome is not known in advance, the credit is worth a serious look.
This overview is general information, not tax advice for your specific situation.
R&D Tax Credit for Precision Ag: Is Your Farm Eligible?
“R&D” sounds like lab coats and clean rooms. The federal research credit under IRC §41 is broader than the name suggests. The four-part test that governs eligibility is applied every year to activities that look nothing like a laboratory: variable-rate seeding trials on a Bingham County potato field, cover-crop plots on a Twin Falls hay operation, drone imagery development on a Cache Valley dairy, custom irrigation programming on a Rexburg row-crop.
Most Idaho and Utah farms have never asked whether they qualify. Some do. The credit reduces federal tax dollar-for-dollar, and small businesses can apply a portion of the credit against payroll tax if they are pre-revenue on income tax. Whether your operation qualifies comes down to whether the activity clears four specific tests.
The four-part test
Every activity that qualifies for the §41 credit meets all four of these:
- Permitted purpose. The activity is intended to create a new or improved product, process, or technique. On a farm, that usually means a new production method, a new input mix, a new tool for measuring or applying, or a modification of an existing process.
- Technological in nature. The activity fundamentally relies on the principles of physical, biological, or agricultural sciences. Plant biology, soil chemistry, hydraulics, and mechanical engineering all count.
- Technical uncertainty. At the start of the activity, the outcome, method, or design is not known. The point of the activity is to resolve that uncertainty.
- Process of experimentation. The activity uses a systematic process: hypothesis, test, measurement, evaluation, refinement.
All four must be present. Passing three does not qualify.
Farming activities that can qualify
Concrete examples from Idaho and Utah farms:
- Variable-rate seeding or fertilizer trials. Splitting a field into zones, applying different rates by zone, and measuring yield differences to develop a prescription.
- Cover-crop experiments. Planting a cover-crop mix on part of an operation, measuring soil health and follow-crop yield against a control, refining the mix.
- Drone imagery and yield-mapping process development. Building a repeatable workflow that turns raw imagery into a usable input for management decisions.
- Custom irrigation programming. Developing zone-specific irrigation schedules using soil-moisture sensors and evapotranspiration data.
- Genetics and breeding trials on livestock. Structured comparisons of breeding lines or feed regimens with objective performance measurement.
What does not qualify
Activities that generally do not clear the four-part test:
- Repeating last year’s practices without a change or new question.
- Buying and installing off-the-shelf equipment with no modification.
- Marketing, quality-testing, or consumer preference studies.
- Efficiency exercises that involve no technical uncertainty (rearranging a shop, for example).
- Activities in production after the commercial product is complete, in most fact patterns.
The line between qualifying and non-qualifying is drawn at technical uncertainty. If the operator already knew the answer at the start, the activity is production, not research.
Documentation that actually matters
The credit lives or dies on documentation. What auditors look for:
- Written trial plans dated before the trial started, showing hypothesis and method.
- Baseline data and post-trial data, comparable in units and timing.
- Time-tracking that separates trial hours from production hours.
- Receipts and invoices tied to the trial activities.
- Field notes and observations captured contemporaneously.
None of this requires an academic paper. It does require that the documentation exists at the time the trial is run. Reconstructing three years later does not survive an examination.
How the credit actually reduces tax
Two calculation methods:
- Regular credit. Roughly 20% of qualified research expenses above a base amount. Base calculations reach back to historical R&D spending and get complex fast.
- Alternative Simplified Credit (ASC). 14% of the current year’s qualified expenses above 50% of the prior three years’ average. Simpler math, usually smaller credit, often the right answer for a farm operation.
The §174 amortization rules and the credit rules under §41 interact. Domestic research expenses that generate a §41 credit are also subject to §174 treatment. Recent legislation restored immediate expensing of domestic R&D for tax years beginning after December 31, 2024, which changes the cash-flow math on qualifying research spend. Foreign research still amortizes over 15 years.
Small businesses with less than $5 million in current-year gross receipts and no gross receipts more than five years back can apply up to $500,000 of the credit against payroll tax under §41(h). For growing operations that are not yet in a full income-tax posture, the payroll offset is where the credit actually lands.
Whether it is worth pursuing
The credit is not for every farm. Operations doing genuine trials with documented process and measurable outcomes have a real path. Operations doing the same thing every year do not. The right first step is a conversation about what your operation is actually testing this season.
This overview is general information, not tax advice for your specific operation. Talk with Cooper Norman’s ag CPAs and our tax credits and incentives review team to see whether the R&D credit fits. Run your operation past a Cooper Norman advisor before the year closes.