As test preparation evolves from static content to adaptive learning, credentialing programs are turning to AI to deliver more personalized, impactful experiences. This session explores how AI-powered practice tests – enhanced with real-time feedback, performance analytics, and human-in-the-loop quality control – can improve candidate readiness, reduce test anxiety, and align prep programs with credentialing outcomes. Learn from real-world examples how testing organizations are using AI to create smarter, more inclusive, and data-driven prep solutions.