What is medical necessity appeals automation?
Software that identifies medical necessity denials, retrieves clinical documentation, validates against payer coverage policies, and submits appeals without manual biller research on each case.
How does AI evaluate medical necessity against payer policy?
Substrate's Payer Policy Agent retrieves payer medical policies for the encounter, compares clinical documentation to policy requirements, and flags whether an appeal is supported before submission.
What is a medical necessity denial?
A payer determination that billed services were not medically necessary under plan coverage, often coded CO-50 or similar. These denials require clinical documentation and policy alignment to overturn.
Can AI automate medical necessity appeals for behavioral health?
Yes. Substrate retrieves therapy notes and treatment plans, validates against payer behavioral health policies, and files appeals for psychotherapy and mental health codes.
How does Substrate Payer Policy Agent work?
The agent programmatically retrieves clinical documents, finds relevant payer policies for the encounter, and evaluates whether documentation supports medical necessity before building an appeal package.
What documents does medical necessity automation retrieve?
Session notes, treatment plans, prior authorizations, lab results, and operative reports depending on specialty. Substrate pulls from EHR systems via integrated connections.
How is medical necessity automation different from prior auth tools?
Prior auth tools focus on pre-service approval. Medical necessity appeals automation handles post-denial recovery when claims pend or deny for insufficient documentation after service.
Which payers commonly deny for medical necessity?
Commercial payers including Aetna, UHC, Cigna, and BCBS plans frequently request additional documentation for behavioral health, imaging, and specialty procedures.
Can automation compare clinical notes to payer policy?
Yes. Substrate evaluates documentation against payer-specific medical policy criteria and surfaces gaps before filing or escalates to clinical staff when documentation is insufficient.
How does medical necessity automation differ from Cohere Health?
Cohere Health focuses on prior authorization and utilization management workflows. Substrate automates post-denial appeals retrieval, policy review, and portal submission for denied claims.
Does medical necessity automation replace clinical review?
No. Automation handles research, retrieval, and filing. Clinical staff review cases where documentation genuinely does not meet payer criteria or complex medical judgment is required.
How do hospitals automate medical necessity appeals?
Health systems deploy appeals agents integrated with Epic or other EHRs to batch-process medical necessity denials across service lines, reducing manual chart pulls and portal submissions.