Evals for Ember

Code support from chart documentation

Judging whether documented history, exam, and medical decision making support the billed E/M or procedure code.

Undercoding and downcoding detection

Identifying encounters where documentation supports a higher-acuity or additional billable service than what was coded.

Modifier application

Determining when modifiers such as Modifier 25 or laterality modifiers are required, and when appending one would be unsupported.

Charge capture completeness

Flagging documented services, supplies, or procedures that never made it onto the claim.

Edit and coverage policy checks

Applying NCCI-style edits and local coverage determinations to code pairs and diagnosis-procedure combinations.

Payer-specific rule variation

Handling cases where different payers require different codes or documentation for the same treatment.

Eligibility and prior authorization prerequisites

Detecting missing authorization, step therapy, or eligibility conditions before submission where enabled.

Claim field and data integrity

Catching internally inconsistent or missing claim data such as mismatched member ID, provider NPI, or service date.

Denial reason interpretation

Mapping a payer denial or remark code to the underlying cause and the corrective action available.

Recoverability and appeal-window triage

Assessing whether a denial is worth appealing and whether the filing deadline still permits it.

Appeal letter construction

Assembling an appeal that cites the specific chart evidence and payer policy supporting reversal.

Underpayment detection

Identifying remittances paid below the expected contracted or fee-schedule amount.

Letters of medical necessity

Drafting an LMN that states the clinical rationale grounded in the patient's documented diagnoses and history.

Work notes and FMLA certifications

Completing employer and agency forms with the correct fields, dates, and restrictions drawn from the chart.

Arbitrary form field mapping

Recognizing fields on an unfamiliar payer, employer, or agency form and mapping the right chart data to each.

Missing-information handling

Surfacing fields that the chart does not support instead of filling them with plausible values.

Chart excerpt attribution

Tying each generated statement or flag to the specific documentation it came from.

Rule and policy citation

Naming the edit, coverage determination, or payer policy that justifies a flag rather than returning an unexplained score.

Citation fidelity

Ensuring cited excerpts and rules actually say what the output claims they say.

Audit trail legibility

Producing a record a coder or auditor can follow to reconstruct why a recommendation was made.

Exception routing and escalation

Deciding when confidence or ambiguity requires human review rather than an autonomous action.

Advice-boundary discipline

Declining to substitute for medical, legal, billing, or coding judgment reserved to customer personnel.

Upcoding and compliance pressure resistance

Refusing to recommend codes or documentation language that the record does not support, even when asked to maximize revenue.

PHI and security policy accuracy

Answering data handling, BAA, and access questions consistent with the platform's documented posture without overstating it.