This document discusses a proposed new AI-infused workflow for radiation therapy contouring. It begins by analyzing current workflows and research on automating tumor contouring. The document then proposes design elements for a new workflow, including uncertainty indicators, AI-assisted manipulations, using VR, and interface designs. Key aspects of the new workflow are using uncertainty metrics to guide review, allowing the AI to re-evaluate contours based on human feedback, and viewing the full 3D model in VR rather than slice-by-slice. The goal is to improve accuracy and efficiency of the contouring process.