Medical Necessity Validation

Payer Policy Review ingests guidelines, extracts criteria & validates records

Transform hundreds of payer policy pages into a structured evaluation against your documentation. Know what's met, what's missing and why.
Patient Age
18+
DSM-5
Dx F33.2
MADRS ≥ 28
34
Prior Trial
6 weeks +
Antidepressent
No Evidence
Patient Age
18+
DSM-5
Dx F33.2
MADRS ≥ 28
34
Prior Trial
6 weeks +
Antidepressent
No Evidence
From policy to evaluation
How does it work?
The agent turns dense payer policies into enforceable criteria. Then it runs your records against them automatically, constantly comparing and evaluating
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Setup
Policy Ingestion
Ingest payer medical necessity policies, LCD/NCD documents and coverage determinations into structured, queryable criteria.
Step 1
Scenario Matching
Break each policy into clinical scenarios - new or established patient, initial or follow-up treatment - and match the encounter to the correct one.
Step 2
Criteria Extraction
Extract the conditional rules that must be true for medical necessity. Patient age, diagnosis, prior treatment, documentation requirements.
Step 3
Record Analysis
Ingest medical records, prior authorizations and visit notes. Map each document to the relevant criteria and extract supporting evidence.
Step 4
Gap Identification
Generate a structured evaluation: each criterion, met or not met and the specific evidence used. Gaps are flagged with what's needed.
Support
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Appeal & Prevent
Met criteria become the foundation for a targeted appeal. Unmet criteria tell you what to fix before the claim goes out.
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Validate your documentation against payer criteria to respond with evidence not guesswork
Step 1
Pre-procedure validation
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Confirm documentation meets criteria
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Flag gaps while there's still time to adjust
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Reduce denials at the source
Step 2
Payer policy intelligence
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Parse policies from all payers
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Criteria structured by procedure & more
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Automatically updated as policies change
Step 3
Evidence-based support
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Each criterion mapped to evidence
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Feeds directly into the Appeals Agent
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Targeted appealsinstead of generic cover letters
Coverage across major payers
Policies ingested from Aetna, UHC, BCBS, Cigna and regional plans. Currently live in behavioral health and orthopedics with more specialties added continuously.
View Payers →
View Payers →
FAQ
What types of policies does the agent support?
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Medical necessity policies, LCD/NCD documents and coverage determinations from major national payers and regional plans.
Can it validate before a procedure?
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Yes. Run the evaluation pre-procedure to confirm documentation meets criteria before submission.
What does the output look like?
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A structured report: clinical scenario, each criterion, met/not met and the specific evidence from your documentation.
How does this connect to appeals?
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The evaluation feeds directly into the Appeals Agent as the foundation for targeted, evidence-based appeal packages.
What specialties are supported?
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Live in behavioral health and orthopedics. The framework handles any specialty with payer-defined medical necessity criteria.
How long does setup take?
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We calibrate with your clinical team on each policy. Most teams are evaluating claims within the first week.
Does it integrate with my EHR?
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Yes. The agent pulls documents from your EHR and pushes results into your system of record.
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Need tailored automation?
Our AI engineers embed with your team to build & automate pipelines
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Contact Sales  →
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Enterprise-grade AI that actually works and gets smarter at scale
Full Audit Trail
Complete visibility into every agent action with screenshots and video recordings. Know exactly what happened, when and why.
Human-in-the-Loop
When our agent is uncertain, it escalates to your team for verification. These cases get logged and learned from, so they rarely happen twice.
Predictive Insights
Track payer trends, denial patterns and agent performance across your entire revenue cycle. Surface the signals that matter across your entire AR.
Security first, from the ground-up
End-to-end encryption protects sensitive data in transit and at rest, ensuring complete confidentiality.
Zero-trust architecture verifies every request, reducing attack surfaces and preventing unauthorized access.
Regular security audits and compliance checks keep our infrastructure resilient against evolving threats.
Granular access controls allow precise permission management, securing data at every level of the system.