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Medical Coding Audit Buyer's Guide: What to Know Before You Hire

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A medical coding audit is a structured review of a sample of your coded claims against the source documentation to measure coding accuracy, quantify your error rate, and surface compliance risk before a payer or the OIG finds it first. Medical coding audit services range from a one-time baseline review to an ongoing quarterly program, and they are priced by chart, by engagement, by provider or by the hour depending on scope, specialty, chart complexity and whether the audit is prospective (pre-bill) or retrospective (post-payment). This guide does not publish market price ranges: there is no free, primary source that surveys what coding audits cost, and the ranges that circulate in vendor content trace to nothing you can check. What it does give you is everything that determines the price and the value — the audit types, what the OIG and CMS actually publish about monitoring and sample sizes (which is narrower and more specific than the numbers repeated across the industry), how sample size and error-rate thresholds are set, what gets flagged (upcoding, undercoding, modifier misuse, unbundling), and how to read a vendor's scope so you buy the right audit rather than the cheapest one. Every regulatory claim below was verified against its primary source on 17 September 2026.

Quick Answer

What are medical coding audit services?

Medical coding audit services are independent reviews that compare a sample of your coded claims to the underlying clinical documentation to measure coding accuracy, calculate an error rate, and identify compliance risk such as upcoding, undercoding, modifier misuse, and unbundling. The OIG's General Compliance Program Guidance makes risk assessment, auditing and monitoring one of the seven elements of an effective compliance program (Element 6), and adds a requirement most audit scopes omit: because Medicare pays only for items and services that are medically reasonable and necessary, claims reviews should include a review of medical necessity by an appropriately credentialed clinician.

  • Two timing modes: prospective (pre-bill, prevents denials) vs retrospective (post-payment, finds overpayments)
  • Two scope modes: random (baseline health check) vs focused (a known risk like one provider or one code)
  • OIG's published sampling guide for physician practices: five or more records per Federal payor, or five to ten records per physician
  • No federal agency publishes a coding-accuracy target — the 95% figure quoted industry-wide is not an OIG number
  • CMS's Targeted Probe and Educate reviews 20 to 40 claims per round, for up to three rounds

What a Medical Coding Audit Actually Reviews

A medical coding audit takes a sample of your billed claims and asks one question of each chart: does the documentation support the codes that were submitted? An auditor — ideally an AAPC- or AHIMA-credentialed coder who is independent of the person who originally coded the chart — pulls the encounter note, operative report, or other source documentation and re-codes it blind, then compares their result to what was billed.

The review covers four code families on every chart:

  1. Diagnosis codes (ICD-10-CM). Is each diagnosis documented, coded to the correct specificity, and sequenced correctly? Unspecified codes where a specific one was documented are a common finding.
  2. Procedure / service codes (CPT and HCPCS). Does the documentation support the level of service billed? For E/M codes, do the time or medical-decision-making elements meet the 2021+ E/M guidelines for the level submitted?
  3. Modifiers. Were modifiers like 25, 59, 24, and the X-modifiers (XE, XS, XP, XU) used correctly and supported by documentation? CMS's own rule is that a modifier must not be appended to a code solely to bypass an edit where the clinical circumstances do not justify it, and the documentation must support the modifier — which is exactly what this part of the review tests.
  4. Medical necessity and linkage. Is each procedure linked to a diagnosis that establishes medical necessity, consistent with applicable LCD/NCD policy? The OIG's General Compliance Program Guidance says this part of a claims review should be performed by an appropriately credentialed clinician — so confirm who, on any audit you buy, is doing it.

The deliverable is not just 'you made mistakes.' A real audit produces a scored error rate, a categorized list of findings (by type, by provider, by code), the financial exposure (over- and under-billed dollars), and a corrective-action plan. If a vendor hands you a pass/fail with no error rate and no findings detail, you bought a spot-check, not an audit. For the document-by-document version of this process, see our medical billing audit checklist.

Prospective vs Retrospective: When the Audit Happens

The single most important decision in scoping a coding audit is timing — whether you review claims before they are submitted (prospective) or after they have been paid (retrospective). Most mature compliance programs run both.

DimensionProspective (pre-bill)Retrospective (post-payment)
When charts are pulledBefore the claim leaves the practiceAfter claims have adjudicated and paid
Primary purposePrevent denials and incorrect billingDetect overpayments, undercoding, and patterns
Financial effectStops bad claims before submissionTriggers refunds/repayments of overpayments
Best forNew providers, new code sets, high-risk codesBaseline assessment, ongoing compliance monitoring
Compliance postureProactiveDetective / corrective
DownsideSlows cash flow on the audited sampleA Medicare or Medicaid overpayment must be reported and returned within 60 days of identification

Prospective audits are the safest place to catch a problem because nothing has been billed yet — you fix the code, not a paid claim. They are the right choice for onboarding a new provider, rolling out a new service line, or watching a code that has burned you before. The trade-off is that holding claims for review slows cash on the sampled charts.

Retrospective audits are how you measure where you actually stand and how you satisfy the OIG's expectation of periodic monitoring. The catch every buyer must understand, and the detail most summaries get wrong by generalising it: the 60-day overpayment rule is a federal health care program rule, not a rule about payers at large. 42 CFR 401.305 defines an overpayment as funds received or retained under title XVIII of the Social Security Act — Medicare — to which the person is not entitled, and requires that a person who has received one report and return it by the later of 60 days after the date it was identified or the date any corresponding cost report is due; the regulation also states that a person has identified an overpayment when the person knowingly receives or retains it. A parallel obligation applies to Medicaid. Commercial overpayments are governed by your payer contract and by state law instead, on entirely different clocks. So a retrospective audit can create an affirmative federal obligation to refund money — that is the feature, not a bug, that makes a voluntary audit a False Claims Act defence rather than a liability — but scope it knowing which of your payers that obligation actually attaches to. Run it under your compliance officer and, for high-risk findings, attorney-client privilege.

Random vs Focused: How the Sample Is Chosen

The second scoping decision is how charts are selected. A random audit measures overall coding health; a focused audit investigates a specific suspected problem. The OIG's compliance guidance contemplates both, and a strong program alternates between them.

Audit typeHow charts are selectedWhat it answersTypical trigger
Random / baselineStatistically random sample across all providers and code typesWhat is our overall coding accuracy rate?Annual compliance plan; new vendor onboarding
Focused / targetedAll charts matching a defined risk (one provider, one CPT, one modifier, one payer)Is this specific risk real and how big is it?High denial rate on a code; OIG Work Plan item; outlier on payer profiling
ProbeSmall fixed sample per provider — the OIG's own guide for physician practices is five to ten records per physicianQuick read before committing to a full auditFirst look at a new provider or after a complaint

Random/baseline audits are your annual physical. They tell you the practice-wide accuracy rate. Because the sample is random, the result is generalizable to your whole population — that is what makes it a defensible compliance artifact, and it is also why the threshold you measure against has to be one you set and document yourself (see the sample-size section below; no federal agency publishes an accuracy target).

Focused audits are diagnostic. You run one when something is already pointing at a risk: a provider whose E/M distribution skews far higher than peers, a CPT code with an abnormal denial rate, a modifier 25 pattern, or a code that appears on the current OIG Work Plan or a CERT/RAC target list. Because every chart in a focused audit shares the risk factor, the error rate will (correctly) look higher than a random sample — you chose the charts most likely to be wrong. A focused error rate is therefore not comparable to a random-sample rate at all, and trending the two together is the most common way an audit programme misreads its own data.

In our coding audits we start a new client with a small random probe across providers to find where the risk concentrates, then convert to focused reviews on the one or two providers or codes that drive most of the exposure. The reason is structural rather than a performance claim we can put a number on: a random probe is the only sample that tells you where the risk is, and a focused review is the only sample that tells you how big it is, so running them in that order answers both questions with fewer charts than auditing everyone equally.

What an Auditor Flags: Upcoding, Undercoding, Modifier Misuse, Unbundling

Coding errors are not all the same kind of problem. A good audit report sorts findings into categories, because each category has a different financial and compliance meaning.

Upcoding — billing a higher-paying code than the documentation supports (for example, a level-5 E/M, 99215, when the note only supports a level 3, 99213). Upcoding is the highest-compliance-risk finding because it represents money the practice was overpaid; sustained upcoding is the classic False Claims Act exposure and the reason E/M distribution is on nearly every OIG Work Plan.

Undercoding — billing a lower code than the documentation supports. Buyers often ignore this, but it is lost revenue you earned and did not collect, and a pattern of undercoding can paradoxically still draw scrutiny. A real audit reports undercoding dollars right alongside overcoding so you see net exposure in both directions.

Modifier misuse — appending (or omitting) a modifier the documentation does not support. The usual suspects are modifier 25 (significant, separately identifiable E/M on a procedure day) used as a reflex, and modifier 59 / the X-modifiers used to unbundle without distinct-service documentation. CMS states the test plainly for the second group: medical documentation must support the use of the modifier, and a modifier must not be appended to a code solely to bypass an edit.

Unbundling — billing component codes separately when an NCCI Procedure-to-Procedure edit requires them to be billed as one, or splitting a single comprehensive service into parts. Unbundling typically surfaces in production as a CARC 97 or CARC 236 denial; an audit finds the pattern before the payer does.

FindingWhat it isCompliance riskFinancial effect
UpcodingCode billed higher than documentedHigh (FCA exposure)Overpayment — must refund
UndercodingCode billed lower than documentedLow-moderateLost earned revenue
Modifier misuseUnsupported 25, 59, 24, X-modifierHigh (audit target)Over- or under-payment
UnbundlingComponents billed against an NCCI editHighOverpayment — must refund
Insufficient documentationCode not supported by any note elementHighCode not billable at all
Diagnosis specificityUnspecified code where specific existedModerateDenials, risk-adjustment loss

The categories matter for what you do next: overcoding and unbundling create refund obligations and need corrective billing; modifier and documentation findings need provider education; undercoding needs a revenue-recovery (and re-bill where timely) workflow.

OIG and CMS Expectations: What Makes an Audit 'Defensible'

A coding audit is not just an operational exercise — it is a documented element of a compliance program, and the OIG has been explicit for decades about what it expects. It has been much less explicit about numbers than the industry suggests, and the difference matters when you are evaluating a vendor's claims.

The OIG compliance-program baseline. The HHS Office of Inspector General's General Compliance Program Guidance makes risk assessment, auditing and monitoring Element 6 of the seven elements of an effective compliance program. It expects the compliance work plan to carry a schedule of audits driven by an annual risk assessment, and it says those audits may be run by internal or external auditors with expertise in Federal and State health care requirements. It also sets a scope requirement most coding-audit statements of work quietly omit: because Medicare requires, as a condition of payment, that items and services be medically reasonable and necessary, entities should ensure claims reviews and audits include a review of the medical necessity of the item or service by an appropriately credentialed clinician — OIG's stated concern being that audits without that clinical review fail to identify medical-necessity compliance problems at all. When you scope an audit, decide explicitly whether medical-necessity review is in it, and who performs that part.

The accuracy benchmark that does not exist. A 95% coding accuracy target is quoted across this industry, usually attributed to the OIG. It is not an OIG figure. The OIG's compliance guidance for physician practices (65 Fed. Reg. 59434, 5 October 2000) sets no accuracy target and no error-rate threshold, and neither does the current General Compliance Program Guidance. We checked both, in full, on 17 September 2026. That leaves the threshold where it actually belongs: a number your practice sets, writes down, and applies consistently — so that 'below threshold' triggers a defined response (corrective action, education, re-audit) rather than a debate. A documented internal standard you actually enforce is a stronger compliance artifact than a borrowed number with no publisher behind it.

The CMS audit context you are insulating against. Independent coding audits exist partly to keep you off the wrong end of CMS's own programs: the Comprehensive Error Rate Testing (CERT) program that measures the Medicare fee-for-service improper-payment rate, the Recovery Audit Contractor (RAC) program that recovers overpayments, and Targeted Probe and Educate (TPE), under which a MAC reviews 20 to 40 of a provider's claims and supporting medical records per round, offers one-on-one education after each round, allows at least 45 days to make changes, and can repeat the cycle up to two more times before referring a provider who has not improved to CMS. MACs select for TPE on the basis of high denial rates or billing that varies from peers. A voluntary internal audit finds and fixes the same errors on your terms and timeline.

Independence and credentials. For an audit to be defensible, the auditor should be independent of the original coder and hold a recognized coding credential (for example AAPC's CPC or CPMA, or AHIMA's CCS or RHIT). An auditor grading their own work is not an audit. When evaluating coding audit vendors, ask who codes, what credential they hold, whether the reviewer is separate from your day-to-day coding team, and — per the OIG guidance above — who performs the medical-necessity portion of the review.

The 60-day rule, again. Because retrospective findings on Medicare and Medicaid claims can create a reporting-and-return obligation within 60 days of identification, many practices run higher-risk audits under their compliance officer and, where warranted, attorney-client privilege. That does not let you ignore findings — it structures how identification and the resulting obligation are handled.

Sample Size and Error-Rate Thresholds

Two numbers define an audit's rigor: how many charts are reviewed and what error rate triggers escalation. Buyers should ask about both before signing — and should know which of the numbers a vendor quotes have a publisher behind them.

Sample size. There is no legally mandated number. There are two published reference points, and they are smaller than the figures usually attributed to them:

  • The OIG's guide for physician practices — five or more records per Federal payor, or five to ten records per physician. The OIG's compliance program guidance for individual and small group physician practices (65 Fed. Reg. 59434, 5 October 2000) states that although there is no set formula for how many medical records should be reviewed, a basic guide is five or more medical records per Federal payor (Medicare, Medicaid), or five to ten medical records per physician — adding that the larger the sample, the greater the confidence in the result. The widely repeated '20 to 40 charts per provider, per the OIG' is not in that document; we read it in full on 17 September 2026.
  • CMS's Targeted Probe and Educate — 20 to 40 claims per round. CMS states that a MAC reviews 20 to 40 of a provider's claims and supporting medical records per round, for up to three rounds. This is the source of the 20-40 figure, and it describes a regulatory review of one targeted topic, not an OIG recommendation for a voluntary baseline audit. Useful as a mental model for what a focused regulatory look feels like; not a sampling standard for your own programme.
  • Statistically valid random samples for extrapolation. When findings will be projected across a whole population, the sample must be designed for statistical validity — a sampling statistician's question, not a rule of thumb. If a vendor intends to extrapolate overpayments, the sample design has to support it and the methodology has to be in the report.

In practice a routine compliance audit sits somewhere between the OIG's five-to-ten per physician and the larger samples a practice chooses for confidence; larger costs more and tells you more, and that trade-off is yours to set explicitly rather than inherit from a vendor's default.

Audit purposePublished reference pointWhy
Baseline / probe per physicianOIG: five or more records per Federal payor, or five to ten per physicianThe only published guide for a voluntary physician-practice baseline
Focused (one code/modifier/provider)No published number — all matching charts, cappedConcentrate on the known risk
Extrapolation-gradeStatistically valid design, documented in the reportRequired to project findings to the population
What a CMS probe looks like20-40 claims per round, up to 3 rounds (TPE)A regulatory review of one targeted topic, for comparison

Error-rate thresholds. Score the audit two ways and report both:

  1. Coding accuracy rate = charts coded fully correctly / charts reviewed.
  2. Financial error rate = net dollars miscoded / dollars reviewed. This is what a payer extrapolates from, and it can differ sharply from the accuracy rate if a few high-dollar charts drive the error.

No federal agency publishes an acceptable value for either, which means the escalation trigger is a policy decision your practice makes and documents in advance. Set it, write it into the compliance plan, and apply it without negotiation: a finding of sustained upcoding, an accuracy rate below your documented threshold on a random sample, or any single error pattern that repeats across providers should trigger a corrective-action plan, provider education, and a follow-up audit to confirm the fix held.

How Coding Audits Are Priced — and Why We Don't Publish a Range

Pricing for medical coding audit services is one of the least transparent line items in revenue cycle, and the ranges quoted across vendor content are the reason. There is no free, primary survey of coding-audit pricing — no federal agency, professional body or public dataset publishes one — so any range you read, including ranges we previously published on this page, is somebody's impression presented as a market figure. We removed ours rather than restate it. What we can give you is the structure, which is what you actually need to compare two quotes.

The four pricing structures, and what each one is suited to:

StructureHow it is quotedSuited to
Per chartA unit price multiplied by chart countVolume reviews where charts are comparable
Flat fee per engagementOne price for a defined scope and deliverableA focused audit of a single named risk
Per providerA price per clinician for a fixed sample eachA baseline across a group
HourlyTime and materialsComplex, surgical, interventional or forensic review where chart time is unpredictable

What moves the price within any of them: surgical and interventional specialties (operative-note review is slower than office E/M), prospective timing (charts are reviewed individually before billing), whether medical-necessity review by an appropriately credentialed clinician is in scope, extrapolation-grade statistical design, included provider-education sessions, and turnaround time.

What to make sure is in scope before you sign: a written error rate (accuracy and financial), categorized findings by type and provider, the over- and under-billed dollar figures, a corrective-action plan, a debrief, and a named methodology including how the sample was drawn. The cheapest per-chart quote that returns a spreadsheet with no scored error rate and no corrective plan is not a compliance-grade audit — it is data entry. Ask every vendor to quote the same scope in writing; a quote that will not state its sample design is not comparable to one that will.

Our own coding audit is quoted against your scope — chart volume, specialty mix, timing, and whether medical-necessity review is included — not from a published rate card, and the quote states the sample design and the deliverable before any charts are pulled. Pair the audit with ongoing medical coding services and the corrective-action loop closes instead of recurring next quarter.

Common Denials a Coding Audit Prevents

A coding audit pays for itself not only through recovered and protected dollars but by killing the recurring denials that the same coding errors generate week after week. These are the named denial codes a coding audit most often traces back to a fixable coding pattern.

CARCMeaningCoding root cause an audit finds
CARC 97Payment included in allowance for another serviceUnbundling — NCCI pair billed without a supported modifier
CARC 236Procedure/modifier combination not NCCI-compatibleModifier misuse or an unsupported unbundle
CARC 50Not deemed medically necessaryDiagnosis not linked or not specific enough to support the service
CARC 16Claim/service lacks informationMissing or invalid modifier, incomplete coding
CARC 4Procedure code inconsistent with the modifier usedModifier appended to a code that does not allow it

The pattern is consistent: a coding audit converts a stream of recurring denials into a handful of root-cause fixes. Where an audit finds that a share of one provider's level-5 E/M visits is not supported by the note, fixing that documentation pattern removes the downstream denials and the audit exposure in one move — which is why findings are reported by provider and by code rather than as a single practice-wide score. For the denial-side workflow that complements the audit, see our denial management guide and the full CARC denial codes list. When the audit's corrective-action plan needs an owner, outsourced medical billing audit services can run the audit, the fix, and the re-audit end to end.

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Common Questions

Common questions about medical coding audits: a buyer's guide (2026).

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What is a medical coding audit?

A medical coding audit is an independent review of a sample of a practice's coded claims against the source clinical documentation to verify that the diagnosis codes (ICD-10-CM), procedure codes (CPT/HCPCS), and modifiers billed are supported by the record. The auditor re-codes each chart blind, compares the result to what was submitted, and produces a scored error rate, a categorized list of findings (upcoding, undercoding, modifier misuse, unbundling, insufficient documentation), the financial exposure in both directions, and a corrective-action plan. The OIG's General Compliance Program Guidance makes risk assessment, auditing and monitoring one of the seven elements of an effective compliance program, and adds that claims reviews should include a review of medical necessity by an appropriately credentialed clinician — so confirm whether that clinical review is inside the scope you are buying.

What is the difference between a prospective and retrospective coding audit?

A prospective (pre-bill) audit reviews claims before they are submitted, so errors are corrected before billing — it prevents denials and incorrect claims and is ideal for new providers or high-risk codes, at the cost of slowing cash on the audited charts. A retrospective (post-payment) audit reviews claims that have already adjudicated and paid; it measures your true accuracy rate and is how you satisfy the OIG's expectation of periodic monitoring. The key caveat is narrower than it is usually stated: the 60-day overpayment rule is a federal health care program rule. Under 42 CFR 401.305 an overpayment is funds received or retained under title XVIII of the Social Security Act — Medicare — to which the person is not entitled, and it must be reported and returned by the later of 60 days after it was identified or the date any corresponding cost report is due, with an overpayment 'identified' when the person knowingly receives or retains it. A parallel obligation applies to Medicaid; commercial overpayments run on your payer contract and state law instead. Scope a retrospective audit knowing which of your payers that federal clock attaches to.

How many charts should a coding audit sample?

There is no legally mandated number, and the figure most often quoted is misattributed. The OIG's compliance program guidance for individual and small group physician practices (65 Fed. Reg. 59434, 5 October 2000) states that although there is no set formula for how many medical records should be reviewed, a basic guide is five or more medical records per Federal payor (Medicare, Medicaid), or five to ten medical records per physician — and that a larger sample gives more confidence in the result. The '20 to 40 charts per provider' figure attributed to the OIG across the industry is not in that guidance: 20 to 40 claims per round is CMS's sample size for Targeted Probe and Educate, a regulatory review of one targeted topic, run for up to three rounds. A focused audit reviews all charts matching the specific risk, usually up to a manageable cap. If findings will be extrapolated across the whole population the way a RAC or OIG audit does, the sample must be designed for statistical validity and the design must appear in the report. Both sources were read in full on 17 September 2026.

What error rate is acceptable on a coding audit?

There is no published federal answer, which is the opposite of what the industry repeats. The 95% coding accuracy target quoted almost universally, and usually attributed to the OIG, appears neither in the OIG's compliance program guidance for physician practices (65 Fed. Reg. 59434, 5 October 2000) nor in the OIG's current General Compliance Program Guidance; we read both in full on 17 September 2026. Treat the threshold as a policy decision instead: pick a rate, write it into your compliance plan, and define in advance what happens when a random sample falls below it — corrective-action plan, provider education, and a follow-up audit to confirm the fix. A documented internal standard you enforce is a stronger compliance artifact than a borrowed figure with no publisher behind it. Two mechanics matter regardless of the number you pick: score accuracy and financial error separately, and never compare a focused audit's error rate to a random sample's, because a focused audit deliberately selects the charts most likely to be wrong.

What does a coding auditor flag?

An auditor categorizes findings into upcoding (a higher-paying code than the documentation supports — the highest compliance risk because it is an overpayment), undercoding (a lower code than supported — lost earned revenue), modifier misuse (an unsupported modifier 25, 59, 24, or X-modifier), unbundling (component codes billed separately against an NCCI Procedure-to-Procedure edit), insufficient documentation (a code no note element supports), and diagnosis-specificity errors (an unspecified code where a specific one was documented). Each category carries a different financial and compliance meaning, which is why a real audit reports findings by type rather than a single pass/fail.

How is a medical coding audit priced?

By one of four structures: per chart, a flat fee for a defined engagement, per provider for a fixed sample each, or hourly for complex surgical or forensic review where chart time is unpredictable. We do not publish market price ranges for any of them. No federal agency, professional body or public dataset surveys coding-audit pricing, so every range in circulation — including the one this page used to carry — is an impression presented as a figure, and quoting it back at a vendor tells you nothing. What does move price is knowable: specialty and chart complexity (operative-note review is slower than office E/M), prospective versus retrospective timing, whether medical-necessity review by an appropriately credentialed clinician is in scope, extrapolation-grade statistical design, included provider education, and turnaround. Compare quotes by forcing them onto the same scope in writing, and treat the deliverable as the price test: a scored error rate, categorized findings, dollar exposure in both directions, a stated sample design, and a corrective-action plan.

Can you bill the patient for an upcoding finding identified in an audit?

No. An upcoding finding means the practice billed a higher-paying code than the documentation supports, which represents an overpayment from the payer, not an amount owed by the patient. The corrective path is to re-bill the claim at the correct, lower level and refund the overpaid difference to the payer. On Medicare and Medicaid claims that refund is not discretionary: 42 CFR 401.305 requires an identified overpayment to be reported and returned by the later of 60 days after identification or the date any corresponding cost report is due. You cannot shift the difference to the patient, and you cannot keep the overpayment. Undercoding findings, by contrast, may allow you to re-bill at the correct higher level where timely-filing rules still permit it, recovering revenue you actually earned.

Who should perform a coding audit?

For the audit to be defensible, the auditor should be independent of the person who originally coded the charts and should hold a recognized coding credential — for example AAPC's CPC or CPMA, or AHIMA's CCS or RHIT. An auditor grading their own work is not an audit. The OIG's General Compliance Program Guidance adds a second role most scopes leave undefined: the medical-necessity portion of a claims review should be performed by an appropriately credentialed clinician, because audits without that clinical review do not surface medical-necessity problems at all. Many practices alternate an internal review with a periodic external audit, because the external review adds objectivity. When evaluating a vendor, ask who codes, what credential they hold, whether they are separate from your day-to-day coding team, who performs the medical-necessity review, and whether the report includes methodology, sample design, a scored error rate, and a corrective-action plan.

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