Most learning apps play the same script for everyone. A voice agent can listen instead. You will see one that holds a real conversation out loud, catches pronunciation and grammar slips as you speak, corrects one at a time without killing the flow, pulls reference material from your own documents, and remembers each learner: their name, the words they struggled with, where they stopped. The same pattern fits technical onboarding or any training that adapts to the person.

Outline:
• Introduction: The Adaptive Learning Gap
• Voice Agent Architecture Patterns
• Demo 1: Building the Knowledge Base
• Designing Pedagogical Prompts
• Demo 2: Voice Conversation with Adaptive Feedback
• Production Considerations
• When to Use Voice + RAG Beyond Learning
• Wrap-up