Assembly Line Y
AssemblyLine Y
A Quest 3 VR training simulation for Tesla Model Y interior assembly, enhanced with ARIA — an AI assistant designed to guide trainees through complex physical tasks with real-time support.
Tesla Model YInterior Assembly Workflow
An XR training environment designed to support procedural learning through AI guidance, embodied interaction, and clear step-by-step task feedback.
Overview
What this project is
01
VR factory training
Trainees step into a simulated Tesla Model Y assembly environment and complete interior installation tasks in sequence.
02
AI-guided experience
ARIA supports the experience with contextual voice guidance, helping users ask questions and stay oriented during the workflow.
03
Skill evaluation
The simulation captures progress and task quality to turn practice into a measurable learning experience.
Why it matters
Training for complex physical work
Automotive interior assembly still depends on human dexterity, spatial judgment, and procedural accuracy. Assembly Line Y explores how immersive simulation and AI guidance can reduce learning friction for this kind of task by making steps visible, interactive, and repeatable in a safe virtual environment.
Highlights
Key experience features
01
Natural voice interaction
Players can speak to ARIA in natural language to ask for guidance, clarification, or the next step during training.
02
Orientation-aware assembly
Parts must be aligned correctly before snapping into place, reflecting the physical constraints of real assembly tasks.
03
Multimodal XR workflow
The experience combines grab, poke, press, scanning, and voice interaction so each action matches the task context.
04
Performance feedback
Session progress and assembly accuracy are tracked to help trainees understand where they succeeded and where they need improvement.
System Design
How the experience is structured
Input Layer
Voice + controller input
The system supports voice queries alongside XR controller actions so trainees can learn through both physical interaction and conversational guidance.
AI Layer
ARIA guidance system
ARIA provides real-time support during the experience, helping users navigate steps and reducing uncertainty in the training flow.
State Layer
Assembly progress tracking
The simulation tracks progress across multi-step assembly tasks and uses task state to decide what guidance and feedback should appear next.
Feedback Layer
HUD and in-world cues
Progress indicators, contextual guidance, and confirmation feedback help players stay oriented without breaking immersion.
Reflection
What this project demonstrates
Assembly Line Y shows how I approach XR products that sit between interaction design, technical implementation, and AI-assisted guidance. Rather than treating VR as a visual demo, this project focuses on training flow, embodied interaction, and system feedback — making a complex industrial process easier to learn and easier to trust.