The AI platform for Claim Integrity

One engine reads clinical and financial data, understands payer rules, and applies judgment to the claim. Upstream it prevents the bad claim. Downstream it audits the claim at scale.

Two flagship applications. RxAI for the pharmacy supply chain. Audit.ai for payers and audit organizations.

"The claim is decided long before billing ever sees it."

The same intelligence that prevents a bad claim is the intelligence that recognizes one. Upstream it catches the error. Downstream it audits the claim. The direction changes. The judgment does not.

Purpose-built AI applications. Powered by Grelin

Each application targets a specific pre-bill revenue risk — all powered by the same intelligence engine.

app.grelin.ai/rx
Rx.ai interface
Prescription integrity

Rx.ai

Prescription claim integrity before dispensing. Catch documentation and coverage gaps before they become denials.

Explore Rx.ai →

Audit.ai — Payment Integrity

Run #AUD-4471 · 12,480 claims · 04/09/26

Review queue

100%

Audited

$8.4K

Leakage

98.4%

Clean rate

Coverage conflict — secondary policy

CLM-8192 · MSP questionnaire incomplete

94%

Coding mismatch — modifier bundle

CLM-7703 · HBOT modifier validation

88%

Policy alignment — prior auth token

CLM-9021 · epidural without active PA

78%

Documentation — measurements present

CLM-5521 · cleared by audit engine

Clean

3 overpayment risks flagged before reimbursement

Reasoned findings · ranked review queue

Review →
Payment integrity

Audit.ai

Payment integrity before reimbursement. Detect coverage, coding, and policy conflicts before overpayments happen.

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RCM.ai — Revenue Dashboard

Revenue overview · Apr 2026

+11% vs last month

$2.4M

At-risk revenue

18%

Denial rate

+11%

Recovery trend

Weekly denial trend — Q2 2026

W1W3W5W7W9W11
Wound care — 34 claims flagged
Prior auth gaps — $142K exposure

Recovery up 11% · 3 risk patterns resolved

Avg resolution time: 1.4 days pre-bill

Full report →
Revenue integrity

RCM.ai

Revenue integrity before claim submission. Prevent client-specific, specialty, and payer errors before they become rework.

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Chart.ai — Documentation Review

Patient #3847 · Sarah M. · Admitted 04/01/26

Stage IIIHigh Risk
Documentation completeness61%
Wound typePressure ulcer — sacralGap
ICD-10 codeL89.313 · L89.154Verified
DebridementNote missing 04/03Review
Photo doc.2 of 4 uploadedIncomplete
ComplexityMulti-wound · 3 sitesFlag
MeasurementsDimensions not recordedMissing

4 documentation gaps detected

Est. $2,640 at risk · Pre-bill action required

Resolve →
Clinical integrity

Chart.ai

Clinical claim integrity before billing. Validate documentation, coding, and payer requirements before the claim exists.

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Pain.ai — Code Validation

Epidural steroid inj. · CPT 64483 · 04/09/26

CPT 64483Mismatch
67

Validation Score

3 of 5 checks passed

Action required before submission

Code accuracy
82%
Doc alignment
52%
Modifier check
74%
Laterality match
95%
Diagnosis link
61%

Risk: Medium · 2 code issues flagged

Modifier 59 conflict · Diagnosis linkage incomplete

Review →
Pain management

Pain.ai

AI-powered billing validation for pain management. Prevent coding and documentation misalignment before submission.

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PriorAuth.ai — Gap Scan

Claim #PA-2024-881 · Multi-procedure · 04/09/26

2 Gaps Found

Spine injection L3–L4

Auth #AUT-4412 · valid thru 06/30/26

Approved

MRI lumbar w/ contrast

No active authorization on file

Gap

PT sessions — 12 req.

6 of 12 approved · renewal pending

Partial

Lab panel — CBC/CMP

Payer response awaited · sent 04/07

Pending

Fluoroscopy guidance

Bundled with spine auth · confirmed

Approved

2 upstream gaps · Est. $3,200 at risk

MRI auth missing · PT partial approval

Fix now →
Authorization

PriorAuth.ai

Detect authorization gaps before they delay reimbursement. Reduce friction and prevent claim disruption.

Explore PriorAuth.ai →
G
JD

John Doe · DOB 04/15/1972

BlueCross PPO · Member XY-8821043

Inactive

⚠ Coverage lapsed — verify eligibility before service

Last active: 12/31/25 · Renewal not confirmed

Effective date01/01/26 – 12/31/25Lapsed
Network statusIn-network (PPO)Verified
Deductible$1,200 remainingAlert
Copay$40 specialist visitOK
Out-of-pocket$3,500 max · $2,100 metTracking
AuthorizationRequired for this svcMissing
Eligibility

Eligibility.ai

Catch coverage and eligibility breakdowns upstream. Minimize preventable claim rejections tied to payer verification.

Explore Eligibility.ai →
The Platform

Grelin is a platform, not a point tool.

01

One Engine

One engine reads the claim and applies payer logic before it exists and after.

02

Flagship Applications

RxAI and Audit.ai are the flagships. Specialty apps share the same engine.

03

Every Claim Makes It Sharper

The model that protected a pharmacy yesterday helps a payer today. Every claim makes the platform smarter.

specialties cover image

Built for every market that runs on claims

One platform serves every organization that touches a claim. From providers and pharmacies to payers and government programs, the same intelligence applies judgment before the claim is created and after it is filed.

Payers & Audit Organizations

Verify claim accuracy at full volume, not a sample. Audit every claim with reasoned findings and ranked review queues.

Pharmacy & Distribution

Enforce authorization, coding, and documentation integrity across the supply chain before dispense or billing.

Providers & MSOs

Apply payer logic before submission to prevent documentation, coding, authorization, and billing errors.

Government Program Integrity

Support Medicare, Medicaid, and CMS initiatives that reduce fraud, waste, and improper payments at scale.

What happens when revenue intelligence moves upstream

Catch issues before they become denials. Grelin surfaces pre-bill risk across documentation, eligibility, authorization, and coding.

Revenue Health Overview

Preventable Denials

Caught upstream before submission

DocumentationEligibility

Our AI-driven engine identifies gaps in authorization and coding documentation in real-time, preventing high-risk claims from moving downstream.

Revenue health overview image

Performance Metrics

Manual Review Time
-42%

Automated risk detection at scale

Clean Claim Rate
98.4%

Consistent pre-bill validation

Cash Predictability
+15%

Fewer surprises, fewer rework cycles

The Grelin Edge

Precision Intelligence.

Four capabilities working as one engine — monitoring, verifying, and scoring every claim in both directions.

Real-time Claims Monitoring

Real-time Claims Monitoring

Proactive revenue monitoring that catches failures before they happen.

Global Registry

Global Registry

Comprehensive payer coverage validated across a global registry of plans.

Eligibility & Authorization

Eligibility & Authorization

Verifies coverage and authorizations to prevent revenue delays.

Risk Scoring Engine

Risk Scoring Engine

Assigns risk scores to surface the highest-priority issues first.

See what the platform does to a claim in both directions.

Grelin identifies pre-bill revenue risk across documentation, eligibility, authorization, and coding before it becomes a denial.