Lindsey Nelson, Product Marketing Leader at Infinx, explains how Infinx is bringing Medical Necessity AI Agent to market through a phased launch shaped by research, beta feedback, and early customer evaluation. She also outlines what makes the solution different from rules-based tools, including explainable clinical reasoning that helps teams assess coverage earlier and prevent denials before submission.