Counsel-directed physician review of a defined claim sample assessing whether medical-necessity criteria and denial rationales were applied consistently, with claim-level traceability and explicit sampling limits.
How the claim population and sample were defined, what was included and excluded, which denial reasons and condition categories are represented, and what the sample can and cannot support.
Grouping of sampled denials by service, condition, rationale, criteria source, review level, and available evidence to establish the pattern baseline.
Claim-level comparison of the rationale stated, criteria or policy identified, and clinical evidence available at the relevant decision point.
Each reviewed decision is categorized as clinically supported, requiring clarification, materially unsupported on the available file, or indeterminate because key information is missing.
Physician synthesis of recurrent issues such as criteria mismatch, incomplete evidence review, inconsistent exception handling, documentation weakness, or isolated judgment differences.
A source-linked physician explanation of the findings, sampling limitations, unresolved questions, and areas that may warrant legal, compliance, statistical, vendor, or operational follow-up.
You represent an employer plan sponsor facing a DOL audit or member class action and need a physician to assess whether the TPA's denial decisions were clinically defensible.
A self-insured plan client wants pre-litigation risk assessment before exposure becomes litigation — a physician audit of denial patterns before the DOL asks for the same records.
You are defending a TPA or ASO administrator facing fiduciary breach claims and need independent physician documentation that criteria application was clinically sound.
A regional carrier is facing an MHPAEA enforcement action and the behavioral health denial pattern — not just the written criteria — is under scrutiny.
Required inputs from client: De-identified denial letters, clinical criteria cited in denials, plan's clinical policy manual, member clinical records if available.
This is not: a re-adjudication of individual claims, a recommendation to overturn or uphold specific denials, or a legal opinion on ERISA fiduciary breach. That conclusion belongs to retained counsel.
The Clinical Denial Pattern Audit reviews a defined sample of claims or denial files using a pre-agreed physician rubric. It evaluates whether criteria and clinical rationales are applied consistently and identifies recurring categories of mismatch, omission, or process weakness.
A single problematic denial does not prove a systematic pattern, and aggregate approval rates do not show whether individual decisions were clinically supportable. A sample-based file review connects the statistics to the underlying medical reasoning.
The method must be explicit. The audit defines the population, sampling approach, strata, rubric, reviewer instructions, ambiguity rules, and limitations before files are scored. Convenience samples can still be useful for diagnostic quality review, but they should not be represented as statistically generalizable.
The plan, product, service category, denial reason, time period, and intended use are specified before sampling.
Criteria selection, evidence reviewed, rationale support, reviewer role, escalation, and consideration of supplemental information are operationalized.
Each claim is evaluated against the same framework, with source citations and an explicit category for indeterminate or incomplete files.
A subset may be re-reviewed to identify disagreement, ambiguous definitions, and rubric drift.
Recurring clinical, documentation, training, criteria-navigation, vendor, or process issues are separated from isolated case judgment.
The record set and sample method determine what the final report can responsibly say.
The report provides both claim-level traceability and a pool-level synthesis while preserving the limits of the sample.
It depends on the purpose, heterogeneity of the population, record depth, and whether the goal is diagnostic review or statistical inference. A pilot can refine the required sample.
Yes. A focused category such as level of care, procedure necessity, or behavioral-health authorization often produces a clearer operational conclusion.
Not by itself. The audit examines what changed on appeal, whether new evidence was submitted, and whether the original rationale was supportable.
They can identify likely clinical and process causes. Broader remediation should be led with appropriate legal, compliance, operational, and vendor stakeholders.
Abbreviated 10-claim specimen with fictional data. Criteria mismatch table, defensibility grading, pattern identification — methodology demonstrated.
The MHPAEA Parity Review examines how the plan's written criteria compare across BH and M/S — the criteria design question, not the application pattern question.
Send only the plan type, denial sample size, and general scope first — no documents required to start.