No-PHI Clinical Denial AR Audit
72-hour physician triage of an aged clinical-denial inventory. Separates apparent clinical disputes from administrative categories and recommends a pursuit sequence — from a de-identified export, before any records are opened.
A clinical lens before expensive case review.
AR teams often allocate scarce clinical and appeal-writer time by balance or age alone. A structured screen applied to the whole inventory first separates apparent clinical disputes from eligibility, coding, filing, authorization, duplicate, and exhausted categories — so deeper review capacity goes where clinical reasoning could actually matter. The triage runs on a client-defined, de-identified export; no clinical records are opened at this stage.
What triage is — and is not. The output is triage, not a case-level appealability opinion. True recoverability cannot be determined without the record, the contract, the deadlines, and the procedural history. Case-level review of accounts the triage prioritizes is a separately scoped engagement.
An agreed export, validated before the clock starts.
The engagement begins with an agreed inventory template and a data-quality check. Typical fields: denial reason or code, service line, payer and plan type, dates of service and denial, billed and paid amounts, and appeal-deadline status as supplied by the client. The 72-hour turnaround begins only after the agreed clean inventory passes validation — a triage built on unreliable categories would be worse than none.
“No PHI” does not automatically mean “no sensitive data.” The agreed export is minimized to the fields the triage needs, transmitted through agreed secure channels, and checked for indirect identifiers before work begins.
Deadline fields are client-supplied — client to verify. Deadline-risk flags reflect the dates your team provides and standard timelines for the plan type; they are estimates to be verified with the payer, not legal or contractual deadline validation.
Row-level categorization
Every account assigned a category and priority: apparent clinical dispute warranting deeper review, administrative category to route internally, or needs-more-information — each with a reason.
High-priority & deadline-risk flags
Accounts flagged for urgency using client-supplied dates, so time-limited cases surface before the window closes. Flags are estimates for the client to verify.
Payer & service-line pattern summary
Where denials concentrate — which payers, which service lines, which rationale types — across the inventory reviewed.
Recommended pursuit sequence
The order in which deeper review capacity should be spent, with the reasoning stated for each tier.
Record-request sample
A named sample of accounts where the next rational step is pulling the record for case-level physician review.
A transparent rubric
The triage shows its rules and its confidence at row level — not a black-box priority score. Your team can see exactly why each account landed where it did.
Allocation intelligence
- Category and priority assignment at row level
- Client-supplied deadline-risk flagging
- Payer and service-line pattern summary
- A recommended sequence for deeper review
- A sample of cases requiring records
Conclusions it cannot support
- A recovery forecast or estimate of collectible value
- Legal or contractual deadline validation
- A conclusion that any claim will be paid
- Case-level appealability opinions without the record
- A substitute for billing, coding, analytics, or legal review
Best fit
- A meaningful aged clinical-denial inventory and no rational way to allocate deeper-review capacity
- Denial categories and dates reliable enough to triage on
- A team that will act on the pursuit sequence with its own workflow
- Interest in identifying which accounts justify pulling records for physician review
Not a fit
- An inventory that is mostly administrative — eligibility, filing, duplicates
- Unreliable or missing denial categories and dates
- An expectation that a no-record review can determine appeal merits or legal deadlines
- A search for a contingency recovery vendor — this is a fixed-fee bounded project
Quoted individually
Priced as a bounded inventory project after scope — clean row count and data condition drive the fee, not a percentage of hypothetical recovery. Data cleanup or multiple inventories are scoped separately. Case-level memos triggered by the triage are priced individually.
72 hours
From the moment the agreed clean inventory passes validation — not from first contact. The template, the fields, and the fixed fee are confirmed before the export is transferred.
What the review must resolve before a defensible handoff.
Data quality
Are field definitions, rows, denial categories, dates, payer names, and amount fields usable?
Category
Is the apparent issue clinical, level of care, DRG, authorization, coding, eligibility, filing, duplicate, or indeterminate?
Priority
Where could deeper clinical review add value given stage, age, service, reason, amount, and information quality?
Deadline flag
Which dates need urgent client validation without claiming legal deadline certainty?
Next sample
Which records should be opened first for case-level review?
What the client provides.
Scope and turnaround begin after the agreed inputs are complete enough for a responsible review. A larger record is not automatically a better record.
- De-identified minimized export and agreed data dictionary
- Unique non-patient row identifiers
- Payer, service, reason, dates, amount, status, and appeal history
- Client definitions for deadline, exhausted, write-off, and active status
- Known administrative or coding-only exclusions
What the analysis is designed to prevent.
The page does not assume the adverse decision is wrong. It identifies ways a supportable case can become inaccurate, overstated, or misrouted.
- Calling an export no-PHI without checking text and indirect identifiers
- Using balance alone as pursuit logic
- Presenting a flag as a validated deadline
- Predicting recoverability without the record
- Creating a black-box score the client cannot understand
How this service fits among current alternatives.
- Internal denial analytics and work queues.
- RCM vendor zero-balance or underpayment review.
- Denial-management analytics platforms.
- Contingency recovery firm.
- Manual account-by-account review by billers, coders, and clinicians.
Examples include EnableComp Zero Balance Review and MDaudit denial reporting. These are broader/different solutions and publish no comparable physician-triage price.
What can—and cannot—be compared.
Public like-for-like pricing was not found. AR analytics may be sold by subscription, implementation fee, contingency, or enterprise contract. Because Clinovian’s service is a bounded inventory project, a fixed price by clean row count is more transparent than a percentage of hypothetical recovery.
When the service is the right instrument.
Choose it when the buyer has a meaningful aged clinical-denial inventory but no rational way to allocate deeper-review capacity. Do not choose it when the inventory is mostly administrative, lacks reliable denial categories/dates, or the buyer expects a no-record review to determine appeal merits or legal deadlines.
Send one de-identified matter. Initial fit assessment.
No PHI and no commitment. The initial fit response confirms scope, whether physician review may add value, required documents, and the appropriate paid engagement.