Clinical criteria match
Every required clinical criterion from the payer's medical policy is matched to evidence in the chart — diagnosis codes, lab values, prior therapy history, and contraindications.
Specialty Prior Authorization Approval Engine assembles a documentation-complete prior authorization pack — every required clinical evidence element, every payer policy match, the submission-ready justification, and the appeal package — checked against the payer's medical policy and the patient's chart before a licensed clinical reviewer releases it.
A specialty practice's prior authorization is only as strong as the documentation behind it. Miss a required clinical criterion, skip a payer-specific policy requirement, mis-time the submission window, or fail to include a supporting study — and the authorization is denied, delaying care and losing revenue.
Most practices run this by hand, from memory, across dozens of payers and drugs. The payer's medical policy has not been read end-to-end since the last denial. That is exactly where completeness gaps hide.
Specialty Prior Authorization Approval Engine exists to close that gap with a single, exhaustive standard applied identically to every file.
We do not summarize the policy and hope. Every pack is scored against a versioned rule pack tied to the exact text of the payer's medical policy. These are the provisions each pack is held to.
Every required clinical criterion from the payer's medical policy is matched to evidence in the chart — diagnosis codes, lab values, prior therapy history, and contraindications.
Submission is routed through the payer's mandated API or portal, and the decision timeline is tracked against the 72-hour urgent / 7-day standard deadlines.
The ordering physician, the practice's billing department, and the patient's insurance are all included in the communication chain — established by intake, not assumption.
For any denial, a complete appeal package is assembled with the missing evidence, a clinical narrative, and a peer-to-peer request letter — all ready for the physician to review and sign.
For states with gold-card laws (e.g., TX HB 3812), the practice's prior approval rate is checked; if eligible, the PA is flagged for exemption.
Step therapy requirements are documented, and any prior therapy attempts or contraindications are evidenced in the submission.
AI extracts and drafts. Deterministic rules — running as code, outside the model — decide what is complete. A licensed clinical reviewer signs every release. That order is never reversed.
Upload the order and patient chart. We return a free completeness read: which clinical criteria and payer policy elements you already have, and which are missing.
As your authorized clerical agent, we extract clinical evidence from the chart, match it to the payer's medical policy criteria, and build the evidence matrix.
The prior authorization justification is drafted from your validated data and the payer's policy into field-locked templates — no medical opinions, no invented facts.
Clinical criteria are reconciled to the policy to the letter; the submission timeline is verified; the evidence checklist is resolved; any missing element blocks release.
A licensed nurse or PA reviewer reviews the exception queue and signs the release. High-dollar or complex cases route to physician review first.
You receive the pack: the submission-ready justification, the evidence matrix, the payer policy checklist, the appeal package (if denied), and the tracking log — ready for the physician to review and submit.
The deliverable is completeness itself — every clinical criterion and payer policy element accounted for or explicitly exception-coded. Nothing is left implicit.
The gates that decide completeness are code, not a model's opinion. A drafting error cannot slip past a policy requirement.
We prepare documentation and run searches as your clerical agent. We never make medical decisions, give clinical advice, or replace the physician's judgment.
Simple, predictable, and aligned with a documentation standard — not a cut of any recovery.
Start with a free Delinquency Gap Scan. Send your order and patient chart and we'll return a completeness read against every criterion of the payer's medical policy.
Documentation-completeness service · not medical advice · the practice submits every authorization.