Chapter 1Welcome to ClaimTrace
ClaimTrace is a revenue assurance and payer-forensics platform for medical billing companies. It watches what happens to claims after they are submitted — and finds the money that quietly goes missing between submission and payment.
Your practice-management or EHR system creates and submits claims. ClaimTrace independently reconstructs everything that happens next. It ingests the same 837 claim files, 835 remittances, and clearinghouse acknowledgments your organization already produces, then:
- rebuilds each claim's full lifecycle — submission, acknowledgment, status, adjudication, payment or denial;
- compares what you submitted line by line against what the payer adjudicated;
- detects suspected payer modifications — downcoding, dropped modifiers, unit reductions, unexpected bundling;
- compares actual reimbursement to what your contracts say you should have been paid;
- surfaces recurring payer behavior patterns across claims and clients;
- assembles evidence packages for appeals and tracks every dollar recovered.
What ClaimTrace is not
ClaimTrace deliberately does not replace any part of your existing billing stack. It is not an EHR, a practice-management system, a scheduler, a clearinghouse, or a claim-entry application. It never creates, scrubs, or submits claims. EDI import is the normal way data enters the system; manual entry is the exception, never the workflow.
Chapter 2How ClaimTrace is organized
Five ideas shape everything you will see in the application. Two minutes here will make every later chapter clearer.
Billing companies and clients
The top-level workspace is a billing company — your organization. Inside it are clients: the practices whose claims you manage (a family practice, a lab, an ambulance service). Every claim, remittance, finding, and report belongs to exactly one client within one billing company, and access is granted per user, per client.
The active client scope
Almost every screen shows data for one client at a time — the active client, chosen from the selector in the header bar. If a page seems empty or asks you to select a client, that is the reason: ClaimTrace never guesses which practice you mean, and never blends practices together by default.
Original files are immutable evidence
Every EDI file you import is preserved exactly as received, fingerprinted with a SHA-256 hash, and never modified. Everything else — claims, remittances, findings — is a projection derived from those originals, carrying full lineage back to the source file. If a file needs correcting, ClaimTrace saves your edit as a new revision and keeps the original untouched. This is what makes ClaimTrace's output usable as evidence: you can always show a payer, an attorney, or a regulator the untouched source.
Candidates become findings
The forensic engine works automatically and produces candidates — machine-detected discrepancies with a confidence score and preserved alternative explanations. A human analyst reviews candidates and promotes the ones that matter into findings, which then move through review, confirmation, appeal, and recovery. The machine detects; people decide.
Roles
Each user holds one or more roles in the billing company. Roles determine what a person can see and do; Chapter 19 lists them in full. A user can belong to more than one billing company and switches between them from the header.
Chapter 3Installing ClaimTrace
ClaimTrace installs on your own Windows computer or office server from a single signed installer. No cloud account is required, and your claim data never leaves your network.
Before you begin
- A 64-bit Windows 10 or Windows 11 computer (or Windows Server) with administrator rights.
- Roughly 2 GB of free disk space for the application and database, plus room for your EDI archives.
- Your ClaimTrace license file (
.clt), if you have purchased one. You can also install without a license and evaluate with sample data — see Chapter 4.
Running the installer
- Run
ClaimTraceSetup.exe. The installer is digitally signed by ExactEDI LLC — Windows will show the verified publisher on the elevation prompt. - Review and accept the license agreement.
- On the License step, browse to your
.cltlicense file if you have one, or continue without it to install in evaluation mode. - Choose the install type: Single computer keeps everything private to one machine; Office server makes ClaimTrace available to other computers in your office through their web browsers.
- Confirm the install location and the separate data location — where your database, documents, and backups will live.
- Click Install. The installer sets up the application, its database engine, and the ClaimTrace Windows service, then verifies that everything is healthy before finishing.
When the installer completes, a ClaimTrace shortcut appears on the desktop. Opening it launches ClaimTrace in your default browser. On an office-server install, coworkers open the address your administrator shares (for example http://billing-server:8080) — nothing needs to be installed on their machines.
Chapter 4First-run setup & evaluation mode
The first time ClaimTrace opens, a two-step wizard creates your billing company and your administrator account. It takes under a minute.
Click Finish setup and ClaimTrace signs you straight in. There is no separate activation step.
Evaluation mode and the sample dataset
If ClaimTrace is installed without a license, it runs in evaluation mode: every feature works, but the system will not take in your organization's real claim files until a license is installed. So that you are not left staring at an empty screen, setup automatically installs a complete synthetic sample dataset:
- a separate billing company called ClaimTrace Demo, with one client practice, Sunrise Family Care;
- around 850 synthetic claims across fifteen months and six fictional payers, with matching remittances, denials, reversals, and acknowledgment files;
- payer contracts at true contracted rates — so expected-versus-actual comparisons, forensic candidates, and findings all light up realistically.
The sample data is entirely synthetic — no real patients, providers, or payers — and lives in its own billing company, so it never mixes with your real work. When you no longer need it, an administrator can remove it in one action from Company Settings (Chapter 19).
Chapter 5Signing in and your account
- Forgot your password? There is deliberately no self-service reset: an administrator resets it from Users & Access, which issues you a temporary password. You will be asked to choose a new one at your next sign-in.
- Account locked? After repeated failed attempts an account locks temporarily and the sign-in page says so plainly. Wait a few minutes and try again, or ask an administrator.
- Changing your password. Click the key icon in the header at any time to choose a new password (12–128 characters).
Choosing a billing company
If you belong to more than one billing company — for example your own organization plus the ClaimTrace Demo company — you will see a chooser after signing in, and a Switch link in the header thereafter.
Chapter 6Finding your way around
Every page shares the same frame: navigation on the left, scope and account controls in the header, and your working area in the middle.
The header
- Billing company — the workspace you are in, with a Switch link if you belong to more than one.
- Active client — the practice whose data you are viewing. Click it to switch practices or clear the scope. Most screens require an active client.
- Your account — avatar, change-password (key icon), and sign out.
The sidebar
| Section | Pages | What it's for |
|---|---|---|
| Overview | Overview | The revenue-intelligence dashboard (Ch. 7) |
| Intelligence | Findings · Payer Patterns · Payer Forensics | Detection results and analyst review (Ch. 14–16) |
| Claims | Claims · Claim Chain Explorer · EDI Intake · Remittances · Acknowledgments · Patients | Your data and its lifecycle (Ch. 8–12) |
| Recovery | Appeals · Recoveries | Appeal packages and recovered dollars (Ch. 17–18) |
| Administration | Clients · Contracts & Fee Schedules · Users & Access · Company Settings | Configuration and people (Ch. 13, 19, 20) |
Items you do not have permission to use fail safely — the page tells you plainly rather than showing partial data.
Banners
License and evaluation notices appear as a banner above the working area (for example, "ClaimTrace is running in evaluation mode with sample data"), always with a link to the license details in Company Settings.
Chapter 7The Overview dashboard
Overview is the executive answer to "where is our money at risk, and is it coming back?" — every number on it drills down to the underlying evidence.
| Tile | What it measures |
|---|---|
| Potential Revenue at Risk | Detected variance not yet reviewed or confirmed — the size of the open question. |
| Confirmed Underpayments | Variance an analyst has reviewed and confirmed as owed. |
| Suspected Modifications | Claims with machine-detected, analyst-unresolved payer modifications. |
| Appeal-Ready Value | Confirmed findings packaged or recommended for appeal. |
| Recovered Revenue | Dollars validated as actually recovered (Ch. 18). |
Below the KPI row sit the working panels — scroll the page to see them all:
- Revenue Leakage Trend — detected, confirmed, and recovered variance over time (daily, weekly, or monthly).
- Findings by Type and the Payer Risk Matrix — where the problems concentrate, by classification and by payer.
- Priority Findings Queue — the highest-value open items, with deadlines and owners.
- Appeal Pipeline and Recovery by Payer — how appeals are progressing and where recoveries come from.
Chapter 8Bringing data in: EDI Intake
EDI Intake is the front door for data. Files arrive three ways: automatic clearinghouse sync, integrations, or drag-and-drop upload — and every file is preserved immutably from the moment it lands.
What you can import
ClaimTrace accepts the standard X12 transaction set produced by your billing workflow — 837P claims, 835 remittances, 999 and 277CA acknowledgments, and 276/277 claim status — up to 25 MB per file. Drop files onto the upload zone or click it to browse.
File statuses
| Status | Meaning |
|---|---|
| Queued / Processing | Received and waiting for, or undergoing, validation and projection. |
| Validated | Parsed cleanly; its claims, remittances, or acknowledgments are now in the system. |
| ValidationFailed | The file has structural problems. Expand the row to see line-level diagnostics. |
| Duplicate | Byte-identical to a file already imported; nothing is double-counted. |
| Unsupported | A transaction type ClaimTrace recognizes but does not process. |
Fixing a broken file
Expand a failed file and choose Inspect & edit. A highlighted X12 editor opens showing exactly which segments the validator flagged. Correct the content, Validate, and Save as revision — your correction is stored as a new revision and reprocessed, while the original file remains untouched as evidence.
Clearinghouse auto-sync
Instead of uploading by hand, connect ClaimTrace to the places files already accumulate. Presets exist for common clearinghouses (API and SFTP) and for a simple watched folder. Each connection shows its last sync, can be tested, paused, or run on demand with Sync now, and keeps a run history: files discovered, imported, and skipped on every pass.
Chapter 9Claims and patient profiles
The Claims list is the canonical record of what was submitted; each claim page shows what came back and how the two compare.
Patient billing profiles
Use the data-quality and coverage filters to find profiles needing attention — for example patients whose files show conflicting demographics or no coverage on file — and export the filtered list to CSV.
Chapter 10Acknowledgments & status
The Acknowledgments page correlates 999, 277CA, and 277 responses with your claims, so you can see what the clearinghouse and payer have said about each submission.
When an acknowledgment cannot be tied to a claim with confidence — an unmatched reference, an ambiguous match, a duplicate — it lands in a review queue instead of being silently guessed. Open the item, confirm or reassign the match, and record a reason; the resolution is kept permanently.
Chapter 11Remittances
Every 835 you import becomes a remittance batch: the payment, its claims, and how each adjudicated line matched back to what you submitted.
Each line shows the adjudicated code beside the submitted code, paid amounts, and CARC/RARC adjustment codes with their plain-language descriptions. Download the original 835 or view it inline at any time — the source file is one click away from every derived number.
Chapter 12The Claim Chain Explorer
The Claim Chain Explorer answers "what exactly happened to this claim?" — one claim, its complete story, on one screen. It is where most investigations start and end.
The fourth tab, Evidence, is the claim's evidence index: every source file with its SHA-256 fingerprint and every projection version. From the header you can Export chain as JSON or generate an evidence package (Chapter 17).
Chapter 13Contracts & fee schedules
Contracts are what turn "the payer paid less" into "the payer paid less than they agreed to." Loading your fee schedules unlocks expected-reimbursement comparisons everywhere.
- Click New contract, pick the payer (ClaimTrace suggests payers it has actually observed in your data), name it, and set the effective date. The contract starts as a draft.
- Add a fee schedule and import rates from CSV — Preview CSV first to see exactly how rows will be interpreted; import errors are listed row by row.
- Review the rules table (code, modifiers, place of service, rate, effective window), then Approve the schedule and the contract.
Only approved contracts participate in expected-reimbursement calculations. Rates can be flat amounts, percent-of-charge, or multiple-procedure (MPPR) rules, and every rule records its rounding and tolerance so calculations are reproducible.
Chapter 14Payer Forensics
The forensic engine runs automatically as remittances arrive, comparing adjudication against submission and contract. Its output is a queue of candidates — each one a specific, evidence-backed question for an analyst.
The bottom of the page documents every detection rule in plain language, including its preconditions — so you always know why something was (or wasn't) flagged. Rules are versioned; a candidate permanently records which rule version produced it.
Chapter 15Reviewing findings
Findings are the analyst's workbench: every suspected discrepancy that merits human judgment, moving through a disciplined, fully recorded review lifecycle.
The review flow
- Start review on a finding from a queue.
- Examine the evidence — the claim, the remittance lines, the contract rate, the alternative explanations. Jump to the Claim Chain Explorer whenever you need the full story.
- If evidence is thin, Request evidence or Raise the evidence tier (tiers run 1–5) as documentation accumulates.
- Confirm the finding, Reclassify it, or Dismiss it — always with a written rationale, which is preserved permanently.
- Confirmed findings worth pursuing get Recommend appeal, then Mark package ready when the evidence is assembled (Chapter 17).
Each finding also shows a predicted appeal outcome — a statistical estimate based on comparable findings, shown with its base rate and the factors that moved the score. It is decision support, not evidence, and the page says so.
Chapter 16Payer pattern intelligence
One underpaid claim is a mistake. Three hundred underpaid claims that all share a payer, a code, and an 8% haircut is a pattern — and patterns are leverage.
Click Recompute patterns after significant new data arrives, filter by payer, time window, or confidence, and open any pattern to see its full statistical documentation: the method, inputs, assumptions, thresholds, result, and — importantly — its stated limitations. Every claim that participates in the pattern is listed as evidence.
A pattern can be exported directly as an evidence package tailored for a regulator or attorney audience — the cross-claim counterpart of the per-claim packages in Chapter 17.
Chapter 17Appeals & evidence packages
When a finding is worth fighting, ClaimTrace assembles the fight for you: a versioned, tamper-evident package of documents and original EDI exhibits, and a tracked appeal lifecycle from drafting to decision.
The Appeals page lists each appeal with its type and level, filing deadline, dollar amount at issue, and current status through to the payer's decision. Appeals appear here as confirmed findings are recommended for appeal and their packages marked ready (Chapter 15).
Evidence packages
From an appeal (or a claim chain, or a pattern), generate an evidence package: a ZIP containing the assembled documents, the relevant original EDI files as exhibits, and a manifest of SHA-256 hashes that lets any recipient verify nothing was altered. Packages are versioned and immutable — regenerating after new evidence produces a new version, and every version remains downloadable with its template version and approval state.
Packages are tailored to their audience: a payer appeal package reads differently from one prepared for a regulator or an attorney.
The appeal lifecycle
Appeals move through explicit stages — review, documentation, drafting, ready, approved, submitted, acknowledged, pending decision — to a recorded outcome of approved, partially approved, or denied, including the real submission method and confirmation number. The dashboard's Appeal Pipeline (Chapter 7) totals this flow, and decided appeals feed the recovery ledger (Chapter 18) and the outcome predictions (Chapter 15).
Chapter 18Recovery tracking
Recovery is where claimed victories become validated dollars. ClaimTrace insists on the difference.
The Recoveries page opens with a metrics strip — validated recovery dollars, the validated-to-detected ratio, reversals, average days to recovery, and appeal success rate — above the ledger of individual recoveries.
When payment arrives following an appeal, the recovery starts as Needs validation. An analyst confirms the money actually landed against the right claim and marks it Validated — or Rejected, or later Reversed if the payer claws it back. Each transition records a rationale, permanently. Only validated recoveries count in the dashboard's Recovered Revenue.
Chapter 19Managing clients, users & settings
Clients
Client access is deliberate: a user sees a practice's data only if assigned to that practice. The client page is also where a practice can be suspended, reactivated, or excluded from pooled analytics, each with a recorded reason.
Users & Access
| Role | Intended for |
|---|---|
| Billing Company Administrator | Full administration: users, clients, settings, license. |
| Billing Manager | Day-to-day operational oversight across the company. |
| Forensic Analyst | Working the forensics queue and findings review. |
| Payment Integrity Analyst | Contract variance and expected-reimbursement work. |
| Appeals Specialist | Assembling packages and running the appeal lifecycle. |
| Revenue Analyst | Dashboards, patterns, and reporting. |
| Auditor | Read access plus the audit trail. |
| Read Only | Viewing without any write actions. |
Company Settings
The Sample data card installs or removes the ClaimTrace Demo dataset described in Chapter 4 — removal shows exactly what will be purged and asks for confirmation. The Recent audit events card shows who did what, when; every administrative action in ClaimTrace is audited.
Chapter 20Licensing & software updates
Installing your license
- Open Company Settings → License.
- Open your
.cltlicense file in a text editor and paste its contents into the license box. - Click Install license. The card immediately shows your organization name, seat count, and expiry.
Licenses are verified offline — no internet connection or activation server is involved. The license states you may see:
| State | What it means |
|---|---|
| Licensed | Everything is normal. |
| Expiring soon | Renewal is approaching; nothing is restricted yet. |
| Grace period | The license expired recently; ClaimTrace keeps working while you renew. |
| Expired / Unlicensed | New EDI intake pauses. Your data is never locked: viewing, analysis, and export always work. |
Software updates
The Software updates card in Company Settings shows the installed version and checks daily (or on demand with Check now) for new releases and updated CARC/RARC reason-code lists. When an update is available you get its release notes, a download link, and the installer's SHA-256 checksum. Run the downloaded installer on the ClaimTrace machine — settings and data are preserved, and the update completes in place.
Chapter 21Troubleshooting
| Symptom | Likely cause & fix |
|---|---|
| A page says "Select an active client first" | Most screens are client-scoped. Pick a practice from the client selector in the header. |
| Sign-in says the account is locked | Too many failed attempts. Wait a few minutes, or have an administrator reset the password in Users & Access. |
| An uploaded file shows Duplicate | The identical file was already imported. Nothing to fix — data is never double-counted. |
| A file shows ValidationFailed | Expand the row for segment-level diagnostics; use Inspect & edit to correct and save a revision. |
| A remittance shows Imbalanced | The 835's stated payment doesn't equal the sum of its detail. Review the batch summary — this is worth a look, not an error in ClaimTrace. |
| The evaluation banner won't go away | No valid license is installed. See Chapter 20 — the banner clears the moment a license is accepted. |
| Numbers seem stale after a big import | Projections and analytics run in the background; large imports can take a few minutes to fully settle. Refresh the page. |
| You see "You do not have access to this resource" | Your roles or client assignments don't cover it. Ask your administrator — access is granted per client, per role. |
Chapter 22Glossary
| Term | Definition |
|---|---|
| 837P | The X12 professional claim transaction — what your billing system submits. |
| 835 | The electronic remittance advice (ERA) — the payer's statement of what it adjudicated and paid. |
| 999 / 277CA | Acknowledgments: file-level acceptance (999) and claim-level clearinghouse acknowledgment (277CA). |
| 276 / 277 | Claim status request and response transactions. |
| CARC / RARC | Claim Adjustment Reason Codes and Remittance Advice Remark Codes — the payer's stated reasons for adjustments. |
| Candidate | A machine-detected discrepancy awaiting analyst attention (Payer Forensics). |
| Finding | An analyst-owned discrepancy record moving through review, appeal, and recovery. |
| Evidence tier | A 1–5 rating of how well-documented a finding is. |
| Evidence package | A versioned ZIP of documents and original EDI exhibits with a hash manifest proving integrity. |
| Downcoding | A payer adjudicating a service at a lower-valued code than was submitted. |
| MPPR | Multiple Procedure Payment Reduction — reduced rates for subsequent procedures on the same date. |
| Expected reimbursement | What an approved contract says a line should have allowed/paid. |
| Variance | The dollar difference between expected and actual reimbursement. |
| Active client | The practice whose data the current screen shows, chosen in the header. |
| Evaluation mode | The unlicensed state: full functionality on sample data, new real intake paused. |