Healthcare Revenue Cycle Automation

Automate Complex Healthcare Revenue-Cycle Operations.

Itemize automates payment and remittance reconciliation, EOB-to-835 conversion, exception resolution, correspondence, denial workflows, and related financial operations — connecting healthcare payment, payer, banking, and patient-accounting data in one operating environment.

Talk to Itemize See the Flow

Agentic Revenue Cycle Operations Processing

REMITTANCE EOB / ERA / Correspondence

PAYMENTS Check / EFT / Card

CONFIGURATION 835 Mapping and Posting Rules

ITEMIZE Agentic
Revenue Cycle
Ops

STRUCTURED 835-Ready Remit Data Standardized Posting Files

VALIDATED Matched & Reconciled Payment to Remit Reconciliation

DELIVERED Posted Cash & Exceptions Downstream-ready outputs

EOB conversion Reconciled Fast Auditable

Pressure → Impact

Turn RCM Friction into Faster, Cleaner Cash Postings.

Pressure / Cost

Fragmented Inputs

Fragmented payer data

EOBs, ERAs, EFT payment records, payer correspondence, and supporting documents arrive separately across inconsistent formats and channels.

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Benefit / Impact

Structure + Normalize

Clean, Normalized, and Standardized 835-Ready Data

Capture and normalize claim-, service-, adjustment-, and payer-identifying, posting-relevant data.

Queues + Exceptions

Manual reconciliation

Disconnected ERA and EFT transactions, TIN/NPI complexity, PLB adjustments, missing remittance data, and payer-specific formats create queues and posting delays.

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Speed + Accuracy

Faster, more accurate posting

Match payments, remittances, and adjustments with fewer exceptions.

Limited Visibility

Fragmented revenue-cycle intelligence

Payment, remittance, adjustment, denial, and payer information remains fragmented across documents, queues, bank activity, and revenue-cycle systems.

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Connected Operating View

Connected Financial Operations

Bring payments, remittances, denials, adjustments, and payer activity into a more unified operating view for downstream workflows and decision-making.

Business Outcomes

Accelerate Cash Posting. Reduce Manual Work.
Improve Revenue-Cycle Accuracy.

Accelerate Cash Posting

Resolve complex remittance and EOB data faster so payments can move to posting-ready outcomes sooner.

Faster Cash Application

Reduce Manual Reconciliation

Automate matching across payments, EOBs, remittances, patient accounts, and related transaction evidence.

Fewer Manual Touches

Improve Posting Accuracy

Structure and validate healthcare transaction data at the detail level required for cleaner downstream posting and reconciliation.

Better Posting Quality

Increase Revenue-Cycle Capacity

Handle higher transaction volumes and more complex payer/provider workflows without proportional increases in operational headcount.

More Capacity, Less Overhead

Healthcare Revenue Cycle

Start with Cash Posting.
Expand Across Revenue-Cycle Operations.

Itemize begins with high-value payment, remittance, and reconciliation workflows and provides a path to broader automation across correspondence, denials, payer operations, and downstream workflows.

Remittance & Cash Application

Automate intake, interpretation, matching, reconciliation, and posting preparation across EOBs, ERAs, payments, and related transaction records.

EOB / ERAPayment MatchingPosting-Ready Output

Correspondence & Denial Automation

Organize payer correspondence, identify denial and exception conditions, assemble supporting evidence, and extend automation into downstream resolution workflows.

ClassificationDenial IntelligenceEvidence Assembly

Payer Reconciliation & Management

Extend the operating model into payer reconciliation, adjustment visibility, and unresolved-balance management across remittances, deposits, postings, and supporting records.

Payer ReconciliationVariance DetectionException Tracking

Automate the Operation. Keep Control of the Intelligence.

Automate revenue-cycle workflows while keeping sensitive data, payer-specific rules, and healthcare financial operations intelligence under your control.

Data Under Your Control Intelligence Stays Proprietary Governed Execution

Explore AI Sovereignty

Automate the Flow

From Payment and Remittance Intake
to Resolved, Posting-Ready Outcomes.

ReceiveEFT · ERA · EOB

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ConvertEOB → 835

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MatchTIN · NPI · payer

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ReconcilePayment · remit · PLB

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ResolveExceptions · denials

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PostEMR · ERP · RCM

ERA/EFT Reassociation EOB to 835 Conversion Claim-Line Extraction TIN/NPI/Payer Matching PLB Reconciliation Payer Correspondence

Case Study

From EOB Extraction to Matched, Posting-Ready Output.

See how Itemize connects EOB, ERA, EFT, and payer data, normalizes claim-line and adjustment detail, reconciles the transaction, and produces clean, posting-ready output.

Read the Case Study

PAYMENTEFT/ACH Record

REMITTANCERemittance
ERA/EOB Data

CONTEXTPayer correspondence

835 Match + Reconcile TIN · NPI · PLB

DATA835-Ready

STATUSValidated

OUTCOMEPosting-Ready

Why Itemize Is Different

Built to Automate the Financial Work
Between Payer, Bank, and Provider Systems.

Itemize performs the downstream work between payer, bank, and provider systems — reconciling transactions, resolving exceptions, applying healthcare rules, and producing posting-ready outcomes.

Payment & Remittance Reconciliation

Match ERA, EFT, EOB, payment, and adjustment activity across complex payer and provider workflows.

Exception & Denial Resolution

Identify exception and denial conditions, preserve supporting evidence, and accelerate downstream resolution.

Healthcare-Specific Rules

Apply payer-, provider-, TIN-, NPI-, workflow-, and customer-specific logic without hard-coding every process.

Cross-System Financial Context

Connect payment, remittance, payer, bank, patient-accounting, and downstream financial context around the transaction.

Posting-Ready Outcomes

Move beyond extraction to validated, reconciled, downstream-ready results with source evidence and traceability.

Sovereign AI for Healthcare Finance Operations

Apply agentic automation while keeping sensitive data, payer-specific rules, and revenue-cycle operating intelligence under your control.

Implementation & Integration

Built to Work with the Systems You Already Run.

Connect

Works with EHR/EMR, patient accounting, clearinghouse, lockbox, payment, payer-data, and downstream posting systems.

Configure

Configure payer-, provider-, workflow-, and customer-specific rules without rebuilding the surrounding revenue-cycle environment.

Operate

Monitor connectivity, throughput, exceptions, reconciliation status, and production performance through operational and BI portals.

Scale

Start with a defined production workflow and expand progressively across payers, transaction types, and adjacent revenue-cycle operations.

Planning a broader transformation? Explore AI Transformation

Operating Model Transformation

Use Proven Software to Expand Automation Across Revenue-Cycle Operations.

Healthcare organizations can start with a defined payment, remittance, or reconciliation workflow and expand into adjacent correspondence, denial, payer, and financial operations as production value is proven.

Explore AI Transformation