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How we approached it

Making reconciliation a same-day process

The client's month-end had become an archaeology exercise. Remittances arrived electronically and on paper, payments were posted by hand, and reconciling what a payer had actually paid against what the ledger recorded consumed the first week of every month. Errors were found late, if at all.

We rebuilt the flow around automated posting. ERA remittances were ingested and matched to claims and patients, with adjustments, split payments and takebacks handled as distinct cases rather than forced into a single payment concept that finance would later have to unpick. Paper EOBs were captured and normalized into the same pipeline so they stopped forming a parallel manual pile.

Denials were categorized by reason code and routed rather than queued. A missing attachment went back to the location that held it; a coordination-of-benefits issue went to billing; a genuinely non-covered service went to write-off review with the payer's language attached. The routing mattered more than the categorization — a queue where every item needs investigation before it can be actioned is barely better than no queue.

Pattern detection came next. Because every denial was categorized, systemic issues became visible quickly: a payer changing policy on a procedure code across a region showed up within days instead of at quarter end, which turned a recurring loss into a one-off correction.

Reconciliation moved from a week to same-day, and the clean-claim rate rose as scrubbing rules were tightened using the denial data the system was now collecting — the two halves reinforcing each other, which is the pattern we look for in revenue cycle work.

Case studies  /  Claims tracking & reconciliation

Module · Revenue cycle

Claims tracking + ERA/EOB reconciliation, automated

Claim status and amounts by patient and location, with automated payment posting reconciled to the general ledger.

Module Revenue cycle Automated posting Denials visibility
Client
A multi-location dental group
Type
Module
Focus
Claims tracking & reconciliation
What we did
ERA/EOB parsing, automated GL posting

The client

A multi-location dental group whose accounting team handled insurance claims and payment posting for every practice, working from carrier remittances and paper Explanations of Benefits (EOBs).

The challenge

Once a claim left the practice, it disappeared into a black box. Status lived in carrier portals, payments arrived as ACH deposits and remittance files, and someone had to tie all of it back together by hand — often after hours.

  • There was no single view of claim status by patient or by location, so chasing unpaid claims meant digging through portals one at a time.
  • Electronic Remittance Advice (ERA) files and EOBs were reconciled manually, line by line, against deposits and the books.
  • Payment posting to the general ledger was slow and prone to keying errors.
  • Denials were hard to spot in time, so revenue slipped through the cracks before anyone noticed.

What we built

A claims and reconciliation module that tracked every claim through to payment and posted the money automatically, reconciled to the books:

  • Claims tracking showing status and amount by patient and by location, in one place rather than scattered across portals.
  • Automated ERA/EOB parsing that read remittance files and Explanations of Benefits and matched them to the right claims.
  • Automated payment posting reconciled to the general ledger, turning the accounting team's job from re-keying into review.
  • Denials visibility that surfaced rejected and short-paid claims early enough to act on them.

We mapped the real claims-to-cash flow first, built reconciliation logic that matched how the books actually worked, and tuned the parsing and posting rules with the accounting team's feedback throughout.

The results

  • Claim status was visible in one place, so unpaid and stuck claims could be chased without portal-by-portal hunting.
  • Reconciliation shifted from manual line-by-line matching to automated posting the accounting team simply reviewed.
  • Denials and short-payments surfaced early enough to work, instead of being discovered weeks later.
  • Payments reconciled cleanly to the general ledger, reducing the after-hours catch-up.

Why it worked

The module followed the money the way the team already thought about it — claim to remittance to ledger — and automated the highest-friction step, reconciliation, while keeping people in control of review. Built and refined as an ongoing partnership, shaped by the accounting team using it every day.

Reconciling claims by hand every night?

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