Post the remittance accurately
Ember captures the payment, allowed amount, adjustments, denial information, and deposit relationship at the claim and service-line level.
How Ember automates
payment posting
Ember automates healthcare payment posting by retrieving ERAs, EOBs, and payment files, matching each remittance to the correct claim and service lines, posting payments and adjustment codes into the practice management system, and reconciling the posted batch against the corresponding deposit. Items that do not match cleanly route to staff with the source remittance and relevant context for review.
From remittance to posted payment
What automated payment posting has to understand
Payment posting translates a payer's remittance into accurate claim-level and line-level entries, then confirms that those entries tie back to the money received.
For electronic payments, the core document is usually an electronic remittance advice, or ERA. CMS identifies X12 Version 5010 835 as the adopted ERA standard. An 835 can carry payment information and the standardized codes that explain claim adjustments.
The complete payment posting workflow
Automation has to preserve the path from source remittance to posted line, deposit, and exception review.
| Stage | What Ember does |
|---|---|
| Ingest | Retrieves ERAs, EOBs, and payment files from payer and clearinghouse workflows |
| Match | Resolves remittances to the correct claims and service lines |
| Post | Writes payments, adjustments, and denial codes to the PM system or ledger |
| Reconcile | Ties posted batches to deposits and flags discrepancies |
| Route exceptions | Sends unmatched or inconsistent items to staff with the relevant context |
| Audit | Preserves source traceability, corrections, reviewer activity, and approvals |
CMS calls the matching of an EFT to its associated ERA reassociation. The X12 835 TRN segment helps connect the payment to the correct remittance.
How Ember automates the workflow
The agent handles the repeatable posting path and brings staff into the cases that need judgment.
- 01
Ingest ERAs, EOBs, and payment files
Ember retrieves remittance and payment information from payer and clearinghouse workflows, including electronic and document-based sources.
- 02
Match claims and service lines
The agent resolves each remittance to the appropriate patient, claim, and service lines before anything is posted.
- 03
Post payments and adjustments
Ember writes payments, allowed amounts, adjustment information, and denial codes into the practice management system or ledger.
- 04
Reconcile against deposits
The workflow ties the posted remittance to the related deposit and flags totals or records that do not align.
- 05
Route exceptions with context
Unmatched remittances, unusual adjustments, and deposit variances go to staff with source detail and a versioned history.
Product workflow source: Ember Payment Posting Agent. Integration scope and operating rules are confirmed during implementation.
Why line-level posting matters
A payment can balance at the batch level while still being wrong at the claim or service-line level. The allowed amount may be mapped incorrectly, an adjustment may be assigned to the wrong line, or a denial code may not reach the team responsible for follow-up.
Ember maps remittance detail to the corresponding billing record so posted payment data remains useful for denial work, reconciliation, and underpayment review.
- Which service was paid?
- Which amount was adjusted?
- Why did the payer make the adjustment?
- Does the denial need follow-up?
- Does the payment tie to the expected deposit?
- Does the paid amount warrant an underpayment review?
How payment posting connects to underpayment detection
Posting records what the payer says it paid and why. Underpayment detection asks whether that payment matches the provider's contract and fee schedule.
Compare payment to contract
Ember's Underpayments agent applies contract terms and fee schedules, flags potential short payments, and shows the contract basis for staff review.
Explore underpayment recoveryWhat to evaluate in payment posting automation
The clean ERA is the easy case. Evaluate how the system handles controls, write-back, and exceptions.
- 01
Remittance coverage
Which ERA, EOB, portal, clearinghouse, and payment-file sources can the system ingest?
- 02
Line-level matching
How does it resolve remittances to the correct claim and service lines before posting?
- 03
Adjustment detail
Can it post standardized adjustment and denial codes without flattening the payer's explanation?
- 04
Deposit reconciliation
How does it connect the remittance to the corresponding EFT or other deposit?
- 05
Exception controls
What happens when confidence is low, a record is missing, or batch totals do not balance?
- 06
Source traceability
Can staff trace a posting, correction, and approval back to the source remittance?
- 07
Downstream workflows
How does posted data connect to underpayment detection, denial follow-up, and AR work?
- 08
Implementation fit
How will the system read from and write back to the organization's existing revenue cycle stack?
Sources
Product capabilities are sourced from Ember's live agent pages. Industry terminology and transaction standards are sourced from CMS.
- Ember Payment Posting Agent
Current workflow, posting controls, traceability, reconciliation, and exception handling.
- Ember Underpayments Agent
Contract-aware underpayment analysis and recovery workflow.
- Ember AI Agents
Orchestration layer, existing-system positioning, and human oversight.
- CMS: Health Care Payment and Remittance Advice
ERA contents, line-level adjustments, CARCs, RARCs, and provider-level adjustments.
- CMS: EFT and Remittance Advice Operating Rules
X12 835, EFT and ERA reassociation, and the TRN segment.
Frequently asked questions
Everything you need to know about how Ember fits into your revenue cycle.
AI payment posting uses automation to retrieve remittance information, match it to claims and service lines, post payments and adjustments into the billing system, reconcile the posting against deposits, and route exceptions for review. The goal is accurate posting with less manual data entry while preserving controls for unmatched or unusual items.
Ember's payment posting workflow handles ERAs, EOBs, and payment files from payer and clearinghouse workflows. The exact intake and integration setup depends on the organization's systems and payer mix.
Unmatched remittances, unusual adjustments, and deposit variances route to staff with the relevant context. Each posting remains traceable to its source remittance and deposit, and reviewer actions and corrections are recorded.
Yes. Ember ties postings to deposits and flags discrepancies. This supports the reassociation control that connects a remittance to the corresponding payment.
Payment posting creates the structured remittance and payment record needed for comparison. Ember's Underpayments agent can then apply payer contract terms and fee schedules to identify potential short payments and prepare the variance for review.
No. Ember is designed to work across existing EHR, payer, clearinghouse, and practice management workflows rather than requiring a rip-and-replace. The specific write-back and integration approach is confirmed during implementation.
See how Ember handles payment posting
Walk through your current remittance, posting, reconciliation, exception, and control workflow with the Ember team.