Healthcare Revenue Cycle Automation

From complex remittance to clean cash posting.

Convert EOBs and payer correspondence into structured 835 data, reconcile payments, resolve exceptions, and post with line-item precision.

Agentic Revenue Cycle Operations Processing
DOCUMENTS ERA / EOB Files
TRANSACTIONS EFT / ACH Receipts
CONFIGURATION 835 Maps & Posting Rules
ITEMIZE Agentic
Revenue Cycle
Ops
STRUCTURED 835-Ready Remit Data Claim lines, CARC / RARC, PLB
VALIDATED Matched & Reconciled Claims, payments, balancing checks
DELIVERED Posted Cash & Exceptions Downstream-ready outputs
835 Conversion Reconciled Fast Auditable
Pressure → Impact

Turn RCM friction into cleaner cash operations.

Pressure / Cost
Fragmented Inputs

Fragmented payer data

EOBs, ERAs, EFTs, and correspondence arrive in different formats and channels.

Benefit / Impact
Structure + Normalize

Clean, structured 835 data

Normalize remittance detail into posting-ready transaction data.

Queues + Exceptions

Manual reconciliation

TIN/NPI complexity, PLBs, and missing remittance create queues and delays.

Speed + Accuracy

Faster, more accurate posting

Match payments, remittances, and adjustments with fewer exceptions.

Missed Signal

Trapped transaction intelligence

Valuable payer and remittance signals disappear inside day-to-day processing.

Optimize Downstream

Smarter RCM operations

Use structured data to improve denials, forecasting, and payer optimization.

Automate the Flow

From payment intake to posting.

01
ReceiveEFT · ERA · EOB
02
ConvertEOB → 835
03
MatchTIN · NPI · payer
04
ReconcilePayment · remit · PLB
05
ResolveExceptions · denials
06
PostEMR · ERP · RCM
ERA / EFT 835 Conversion EOB Extraction TIN / NPI Matching PLB Workflows Payer Correspondence
Case Study

From EOB extraction to matched, posting-ready output.

See how Itemize can connect EOB and payment data, normalize remittance detail, reconcile the transaction, and produce clean downstream-ready output.

Read the Case Study
PAYMENTEFT / ACH
REMITTANCEERA / EOB
CONTEXTPayer correspondence
835 Match + Reconcile TIN · NPI · PLB
DATA835 ready
STATUSReconciled
OUTCOMEPosted
Why Itemize

Built for difficult healthcare transaction data.

99%+

Line-item precision

Accuracy built for clean posting, not just document capture.

AI

Whole-document intelligence

Understand payer documents in context instead of relying on keywords.

25+

Advanced classifications

Broader recognition across remittance and correspondence workflows.

10 seconds

Real-time processing

Move from receipt to structured, posting-ready output in seconds.

Extend the Automation

Structured transaction intelligence can do more.

Cash ApplicationMatch payments and remittances to accounts and accelerate posting.
3-Way ReconciliationConnect payments, remittances, and financial records.
Payer OptimizationIdentify enrollment, fee, and payment opportunities.
Denial ManagementPrioritize and resolve revenue leakage.
Secure Transfer & RedactionProtect PHI with controlled exchange and redaction-ready workflows.
Healthcare Revenue Cycle Automation

Automate the difficult parts of healthcare revenue cycle.

Talk with Itemize about your payment, remittance, reconciliation, exception, and cash-posting workflows.

Talk to Itemize