Buy pathway · Five documented dollar adjustments

Do not buy production you cannot ethically or operationally reproduce.

Seller collections are a historical result. Reconcile that history with five separately documented dollar adjustments, then keep first-year timing, restored costs, practice capital, and protected household cash in their proper places.

Before you enter numbers

Know the question, gather the records, and choose how deep to go.

You are deciding how much of the seller’s reported performance you may be able to continue—and which missing records must be resolved before price or debt can be trusted.

First useful review
30–45 minutes for a preliminary transfer case
What you receive
Seller starting collections, five visible dollar adjustments, steady-state and first-year collections, ownership cash, complete practice funding gap, and open safety checks
1

Gather these first

  • Seller collections by provider, procedure group, and a clear source period
  • Aggregate patient cohorts, referral history, buyer-specific payer terms, expected allowed amounts, and cleared-cash reconciliation
  • Lease, equipment, technology, staffing, benefits, maintenance, and recurring-capital records
  • Purchase terms, transaction and transition costs, debt, opening working capital, practice operating reserve, funding sources, and separate household reserve
2

Guided review

Start here if you are learning the decision or do not have every record yet.

  • Write the buyer’s care and household boundaries
  • Enter one documented dollar adjustment for each transfer category and state how overlap was prevented
  • Separate first-year collection timing from steady-state value, then fund every practice use without using protected household cash
3

Detailed review

Use this after the first result, or with advisers and stronger records.

  • Document every adjustment with its source period, reviewer, overlap control, limitation, and next request
  • Review lease, team, liability, readiness, liquidity, and independent-review checks separately
  • Carry the result into price, structure, and professional review
Your output order
  1. Read and print the plain-language result on this page.
  2. Download the Excel decision workbook when one is available.
  3. Save a DenQAI project file if you want to reopen your inputs.
  4. Use raw CSV only for advanced data work.

The transfer contract

Five dollar adjustments. No percentages multiplied together and no blended score.

Each adjustment needs its own period, supporting document, reviewer, overlap check, uncertainty, and condition that would change the result. A reduction already taken on one line cannot be taken again on another.

01Seller-only

Remove documented, nonrecurring collections and care that depends on a seller or provider who will not remain.

02Clinical model

Remove only the remaining collections tied to care this buyer would not independently diagnose, perform, or support.

03Patients and referrals

Adjust the remaining base for documented patient or referral loss—without repeating a provider or procedure reduction.

04Payer and fees

Reprice the remaining units using buyer-specific plan products, expected allowed amounts, and effective dates; do not apply another volume haircut.

05Collection loss

Apply only the separate loss between priced receivables and cleared cash that has not already been counted elsewhere.

Complete fictional example

A $1,600,000 history becomes $1,160,000 after five visible adjustments.

The fictional case removes seller-only care, buyer clinical exclusions, patient/referral loss, payer/fee effects, and separate collection loss in dollars. First-year timing is then shown separately; none of these entries is a benchmark.

Seller collections$1,600,000

Historical starting point

Ownership cash after debt$146,800

After restored costs and separate clinical pay

Open safety checks8

Including payer, patient, lease, team, liability, readiness, review, and liquidity

The loaded case does not say “buy” because cash remains positive. It asks for the missing payer, patient, site, team, liability, readiness, and independent-review records; reconciles every practice funding source and use; and leaves the household reserve outside the transaction.

Buyer-repeatable collections and capital workbench

Replace multiplied retention guesses with a visible dollar bridge.

Use aggregate, coded assumptions only. Each change is entered once, first-year timing stays separate from steady-state collections, and practice funding stays separate from household reserve.

Formulav2.0.0Five non-overlapping collection lines + timing + operating and capital bridges

Step 1 · Buyer mandate

Define the clinical practice before measuring the deal.

Step 2 · Seller snapshot

Begin with the reported amounts—but do not stop there.

Step 3 · Five collection adjustments

Enter each dollar once—and show what prevents overlap.

Start from completed historical collections. Remove seller-only or nonrecurring care, then buyer clinical exclusions, documented patient/referral loss, the buyer’s fee effect, and a separately defined collection loss. Do not apply a second percentage to dollars already removed.

01

Seller-only and nonrecurring care

$1,600,000$1,520,000

$80,000
Evidence, reviewer, and condition that changes the decision

Adjustment has the minimum period, supporting document, reviewer role, overlap control, and reviewed-with-limits state.

02

Buyer clinical-model exclusion

$1,520,000$1,370,000

$150,000
Evidence, reviewer, and condition that changes the decision

Adjustment has the minimum period, supporting document, reviewer role, overlap control, and reviewed-with-limits state.

03

Documented patient and referral loss

$1,370,000$1,260,000

$110,000
Evidence, reviewer, and condition that changes the decision

Documented patient and referral loss: requires 24+ months, a reviewed-with-limits state, a supporting document, a named reviewer role, and a written overlap check.

04

Buyer payer and fee effect

$1,260,000$1,190,000

$70,000
Evidence, reviewer, and condition that changes the decision

Buyer payer and fee effect: requires 24+ months, a reviewed-with-limits state, a supporting document, a named reviewer role, and a written overlap check.

05

Separate collection loss

$1,190,000$1,160,000

$30,000
Evidence, reviewer, and condition that changes the decision

Separate collection loss: requires 24+ months, a reviewed-with-limits state, a supporting document, a named reviewer role, and a written overlap check.

Step 4 · First-year timing

Move cash between periods without shrinking the steady-state practice.

Credentialing, adjudication, patient payment, and transition can defer receipts beyond the first year. Prior-service receipts can move into it. Neither amount is a permanent retention factor.

Step 5 · Operating and capital bridges

Separate operating return, practice funding, and household protection.

Ordinary operating costs exclude owner clinical compensation, debt service, and personal tax. Purchase funding, opening working capital, practice operating reserve, and household reserve answer different questions and stay on separate lines.

Decision Summary · Step 6

Follow every dollar from history to repeatable cash.

Seller history$1,600,000Reported annual collections
Seller-only and nonrecurring care$1,520,000Less $80,000
Buyer clinical-model exclusion$1,370,000Less $150,000
Documented patient and referral loss$1,260,000Less $110,000
Buyer payer and fee effect$1,190,000Less $70,000
Separate collection loss$1,160,000Less $30,000
Cost bridge$146,800Ownership cash after restored costs, clinical pay, and debt
Steady-state buyer-repeatable collections$1,160,000After five non-overlapping collection adjustments
First-year modeled collections$1,115,000Less $45,000 of timing only
Cash before owner clinical pay$466,800After ordinary costs, restored costs, and capital reserve
Ownership cash before debt$266,800Owner clinical compensation is treated as labor cost
Ownership cash after debt$146,800Separate from $200,000 clinical compensation
Total owner cash after debt$346,800Clinical compensation + ownership cash; before personal tax
Debt coverage2.22×Ownership cash before debt ÷ annual debt service
Practice sources and uses gap$0$1,685,000 sources versus $1,685,000 uses
Opening liquidity$300,000Opening working capital plus separate practice operating reserve
Operating-reserve months2.1Practice operating reserve only ÷ modeled monthly fixed cash need

Step 7 · Safety checks that cannot be averaged away

Strong cash cannot clear a weak lease, missing authority, or unsafe handoff.

“Reviewed with limits” only records the user’s current evidence state. It does not mean DenQAI verified the record or that a professional approved the transaction.

Lease and siteRequested
Team and transitionRequested
Liabilities and authorityRequested
Working capital and reservesReviewed with limits
Day-one readinessRequested
Independent reviewRequested
8unresolved safety checks
  1. Documented patient and referral loss: requires 24+ months, a reviewed-with-limits state, a supporting document, a named reviewer role, and a written overlap check.
  2. Buyer payer and fee effect: requires 24+ months, a reviewed-with-limits state, a supporting document, a named reviewer role, and a written overlap check.
  3. Separate collection loss: requires 24+ months, a reviewed-with-limits state, a supporting document, a named reviewer role, and a written overlap check.
  4. Lease and site: supporting document and named reviewer have not reached reviewed-with-limits status.
  5. Team and transition: supporting document and named reviewer have not reached reviewed-with-limits status.
  6. Liabilities and authority: supporting document and named reviewer have not reached reviewed-with-limits status.
  7. Day-one readiness: supporting document and named reviewer have not reached reviewed-with-limits status.
  8. Independent review: supporting document and named reviewer have not reached reviewed-with-limits status.

Save or share your review

Start with the readable Excel workbook or printable review.

The workbook includes instructions, examples, units, formulas, questions, and a data dictionary. Save the DenQAI project file only if you want to reopen these exact inputs here. All files stay local to your browser.

Download acquisition workbook (Excel)
Advanced data exports

These CSV files are raw row-and-column data for advisers or analysts. They are not the recommended reading format.

Fictional aggregate example loaded. Replace every value and verify the documents behind each important assumption.

Continue the diligence chain

The workbench narrows the questions. Direct records and qualified review answer them.

The seller’s history is not your forecast

Price what transfers. Fund what must be rebuilt. Refuse what the records cannot support.

The result is a disciplined starting case—not an appraisal, fairness opinion, clinical conclusion, legal opinion, or recommendation.

Carry the evidence into price and structure