Independent concordance and audit for prior-authorization AI
Automated validation, continuous monitoring & CMS-grade compliance for safe and effective AI adoption.
Radinate gives health plans defensible, third-party proof that their utilization-management decisions match publicly available, physician-developed clinical standards. Built for the era of CMS-4201-F and state AI-in-utilization-management laws.
Why It Matters
Health plans are deploying AI across utilization management to handle new electronic timeframes. New federal and state rules now require independent, defensible evidence that each decision was concordant with an accepted, publicly available clinical standard.
The current medical-necessity criteria vendors are proprietary and only publish their guidelines for denials, and that too, behind a secure paywall. AI vendors used by health plans also cannot independently grade their own output. Proving concordance requires an independent third-party that plans can use to audit these criteria and AI vendors as part of health plan's AI governance/QA committee.
Regulatory Change
Artificial intelligence is increasingly involved in utilization-management workflows.
Transparency
Coverage criteria must be evidence-based and publicly accessible.
Defensibility
Plans need a documented record demonstrating decision concordance.
Platform Features
Radinate is an independent concordance-and-audit layer. We evaluate a plan's prior-authorization decisions for concordance with publicly available, physician-developed specialty criteria, and produce a per-decision, audit-ready record.
Concordance finding
Every decision scored against the relevant public physician standard.
Evidence trail
Per-patient record showing the decision reflected individual clinical circumstances.
Drift monitoring
Continuous detection of shifts away from public criteria over time.
Confidence measure
Explicit reliability signal on each result.
Our Services
The plan keeps its existing decision workflow (human, InterQual, MCG, or home-grown); we sit beside it as the neutral check that health plans can use for their QA and as a regulatory artifact to meet the current laws.
Compliance and defensibility
The independent, documented record that decisions match an accepted public standard — ready for audits, reviews, and litigation discovery.
Concordance-review efficiency
Continuous concordance review at scale to support utilization-management governance and consistency programs.
In Partnership With
Built on trusted AI & cloud foundations
Radinate leverages NVIDIA Inception for advanced AI tooling and optimization, and AWS for secure, scalable cloud infrastructure. Together, they help us deliver enterprise-grade performance, reliability, and compliance out of the box.
Contact Us
Ready to bring independent QA auditing and governance to your payor AI solution.
Email us directly at contact@radinate.com or use the form below.
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