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Guides & comparisons

Expert guides on AI revenue cycle management, claim status automation, payer comparisons, and build-vs-buy decisions for healthcare billing teams.

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Revenue cycle glossary

Plain-English definitions of the terms that come up when you work denials, eligibility, claim status, and posting.

A

Accounts Receivable (AR)

Money owed to a provider for services already delivered but not yet paid. The pool the revenue cycle works to collect.

Adjustment

Any change to a claim's billed amount, whether a contractual discount or an administrative correction. Not the same as a payment.

AR Aging

How long a claim has gone unpaid, usually grouped into buckets: 0 to 30, 31 to 60, 61 to 90, and over 90 days. Older AR is harder to collect.

AR Follow-up

The work of chasing unpaid or stalled claims: checking status, resubmitting, appealing, and escalating until they resolve.

Appeal

A formal request asking a payer to overturn a denied or underpaid claim, backed by documentation.

B

Bad Debt

Balances written off as uncollectible after collection efforts are exhausted.

C

CARC (Claim Adjustment Reason Code)

The standardized code on a remittance that explains why a payer adjusted or denied a line item.

Charge Capture

Recording every billable service a patient received so it can be claimed. Missed charges are lost revenue.

Chargemaster (CDM)

A provider's master list of billable items and their prices.

Claim

The itemized bill a provider sends a payer for services rendered. Electronically, this is the 837 transaction.

Claim Status

Where a submitted claim stands with the payer: received, in process, paid, denied, or pending.

Clean Claim

A claim with no errors or missing information, so it can be paid on the first submission.

Clean Claim Rate

The share of claims that go out error-free the first time. Rework is expensive, so higher is better.

Clearinghouse

A middleman that checks, formats, and routes claims between providers and payers.

Coinsurance

The percentage of a covered cost a patient pays after meeting their deductible.

Contractual Adjustment

The gap between a provider's billed charge and the rate it agreed to accept from a payer. Written off, not collected.

Coordination of Benefits (COB)

The rules that decide which payer pays first when a patient has more than one insurance.

Copay

A fixed amount a patient pays for a covered service at the time of care.

Cost to Collect (CTC)

What it costs a provider to collect each dollar of revenue, across staff, software, and outsourcing. A core efficiency metric.

CPT Code

The standardized code identifying a medical procedure or service for billing.

D

Days in AR (DSO)

The average number of days it takes to collect payment after a service. Lower means cash arrives faster.

Deductible

What a patient pays out of pocket before insurance starts covering costs.

Denial

A payer's refusal to pay a claim, in whole or in part. Some are final; many are winnable on appeal.

Denial Rate

The share of claims a payer denies. A leading indicator of revenue leakage.

E

EBITDA

Earnings before interest, taxes, depreciation, and amortization, a common measure of operating profit. Money the revenue cycle recovers and cost it removes both flow straight to EBITDA, which is why finance leaders track it.

EDI (Electronic Data Interchange)

The standardized electronic format providers and payers use to exchange claims, remittances, and eligibility data.

EHR / EMR

The electronic health or medical record system where clinical and often billing data lives.

Eligibility Verification

Confirming a patient's active coverage and benefits before care, so claims aren't denied later.

EOB (Explanation of Benefits)

The statement a payer sends explaining what it paid, adjusted, or denied, and why.

ERA (835)

The electronic remittance: how a payer tells a provider what it paid and adjusted, used to post payments.

F

First-Pass Resolution

The share of claims paid on the first submission with no rework. The cleanest, cheapest way to get paid.

G

Gross Collection Rate

Total payments divided by total charges. A rough measure, less meaningful than net collection rate because charges are inflated.

H

HCPCS

Codes for products, supplies, and services not covered by CPT, such as durable medical equipment.

Human in the Loop

A workflow where a person reviews or approves what an automated system does. Lower autonomy keeps a human in the loop for routine work; higher autonomy does not.

I

ICD-10

The standardized diagnosis codes that justify the medical necessity of billed services.

M

Medical Necessity

Whether a service was appropriate and required for the patient's condition. A common reason payers deny or claw back payment.

Modifier

A code added to a procedure to give the payer more detail, such as which side of the body or a special circumstance.

N

Net Collection Rate (NCR)

The share of collectible revenue a provider actually collects, after contractual adjustments. The clearest single measure of revenue cycle performance.

Net Patient Revenue (NPR)

The revenue a provider expects to keep after contractual adjustments and discounts. The base for most revenue cycle math.

P

Patient Responsibility

The portion of a bill the patient owes: copay, coinsurance, deductible, and non-covered charges.

Payer

The insurance organization responsible for paying a claim, such as a commercial plan, Medicare, or Medicaid.

Payer Portal

The web system a payer provides for checking eligibility and claim status and submitting documentation. Often the only way to get certain information.

Payment Posting

Recording payer and patient payments against the right claims, including adjustments and denials, so AR stays accurate.

Practice Management System (PMS)

The software that handles scheduling, billing, and claims for a practice.

Prior Authorization

A payer's advance approval required before certain services, or the claim is denied. Often called prior auth or PA.

R

RARC (Remittance Advice Remark Code)

A code that adds detail to a CARC, further explaining a payer's adjustment or denial.

Recoupment

When a payer takes back money it already paid, usually by offsetting future payments. Also called a takeback.

RFI (Request for Information)

A payer's request for more records before it will process a claim. Unanswered RFIs stall revenue.

RPA (Robotic Process Automation)

Software bots that repeat scripted, rule-based steps. Fast for stable tasks, but they break when portals or rules change.

S

Straight-Through Processing

A claim that flows from submission to payment with no manual touch.

Superbill

An itemized form listing the services a patient received, used to generate a claim.

T

Timely Filing

The deadline by which a claim must reach the payer. Miss it and the claim is denied with little recourse.

U

Underpayment

When a payer pays less than the contracted rate. Often missed because the claim shows as paid, not denied.

W

Work Queue

The prioritized list of claims or tasks staff work through, such as denials to appeal or claims to follow up.

Write-off

Revenue a provider decides not to pursue, whether a contractual adjustment or an uncollectible balance.

Substrate terms

Autonomous Revenue Cycle (ARC)

A revenue cycle where AI agents run their defined scope end-to-end and escalate only true exceptions, rather than software that speeds up single tasks. The category Substrate ARC defines.

AI Agent

Software that carries out a multi-step workflow on its own, adapting to what it finds, instead of following a fixed script.