Evals for Anterior

Prior authorization case intake

Ingesting clinical documentation attached to an incoming prior auth request and associating it with the correct case record.

Fax-to-case matching

Routing unstructured inbound fax documents to the matching open case rather than creating duplicates or misfiling.

Triage and chart retrieval

Prioritizing incoming work and pulling supporting chart material, including real-time retrieval via EMR integration.

Provider and encounter data gathering

Retrieving missing provider information for claims rework and aggregating encounter/demographic data for reporting.

Member eligibility and benefits confirmation

Confirming coverage status and applicable benefits for a member in call center and review encounters.

Plan rule and exclusion cross-check

Cross-checking plan rules and exclusions so payment terms and coverage decisions reflect the governing policy.

Document recency and completeness validation

Determining whether submitted documentation is current and complete enough to support a decision or audit.

Clinical document verification

Verifying that clinical records are valid and attributable before they are used as evidence in review.

Medical policy to FHIR-compliant logic

Converting narrative medical policy text into structured decision-tree logic without adding or dropping criteria.

Applicable policy selection

Choosing the correct policy and version for a given request, line of business, and service.

Clinical data extraction and document parsing

Extracting and classifying structured clinical facts from notes and attachments for review workflows.

DTR questionnaire generation and FHIR conversion

Producing questionnaires and FHIR conversions supporting CMS interoperability and prior authorization mandates.

Medical necessity review across settings

Applying criteria to inpatient, home health, pharmacy, and outpatient requests and producing a criterion-level determination.

Unit and duration allocation

Determining approved units, visits, or duration consistent with the applicable policy and submitted documentation.

Provider gold carding

Applying gold-carding rules so eligible providers receive the reduced-friction pathway the plan configured.

Threshold-governed auto-approval

Honoring the plan's configured decision thresholds for what may auto-approve versus route to a human reviewer.

Customized clinical record summarization

Summarizing the case record to the plan's configured format so reviewers can act without rereading source documents.

Determination note drafting

Drafting determination rationale that reflects the criteria actually applied and the evidence cited.

Real-time decision adjudication to EMR

Returning the decision through the integrated EMR path at the point of care.

Grounding of summary to source

Keeping summary and note content traceable to the underlying record rather than asserting unsupported clinical facts.

Step-level audit trail

Exposing what was decided, on what evidence, and under which policy version at every step of the workflow.

Human-guided escalation and handoff

Deferring to a clinician reviewer, with sufficient context, when configured thresholds or confidence are not met.

Failure mode handling

Behaving predictably against the pre-defined failure mode ontology instead of producing an unqualified answer.

FHIR-native and API integration

Conforming to FHIR structures and API contracts when exchanging data with existing payer and EMR systems.