Broadcasting live from Infinx’s GTM Growth Summit in Denver, this Office Hours episode features Navaneeth Nair, Chief Product Officer, discussing a new AI agent for medical necessity and the operational problem it is designed to solve. Using medical necessity review as the focal point, the conversation will examine how AI can help teams evaluate orders and clinical documentation against payer guidance earlier in the workflow, surface missing criteria, and return clearer next steps before issues become downstream denials. Internal product materials position this capability around medical necessity review across Medicare and commercial guidance, with support for explanations, policy references, integrations, and auditability.
Just as important, this is not a conversation about taking people out of the process. It is about giving teams better support so they can move faster, make more consistent decisions, and focus their attention where it matters most. In medical necessity, that balance is critical because some cases are straightforward, while others still need an experienced eye.
Learning Objectives
- Understand why medical necessity remains a major source of scheduling delays, rework, and downstream denials in provider workflows. This aligns with the product’s positioning around pre-claim validation, prior auth support, and denial prevention.
- Learn how an AI-driven medical necessity workflow can review clinical documentation, apply payer guidance, and return clear coverage determinations with supporting rationale.
- See why human oversight still matters in exception handling, compliance, and operational adoption, especially when organizations want scalable automation without losing judgment or audit readiness.