01
Understand the Brief
Review the brief, goals, constraints, and milestones.
AI workplace simulation for UX students
Doppel AI is an AI-driven UX workplace simulation where design students enter a realistic product-team scenario, communicate with AI stakeholders, make design decisions, and reflect on their process with human mentor feedback.
01
Understand the Brief
Review the brief, goals, constraints, and milestones.
02
Talk with Stakeholders
Talk with PMs, engineers, researchers, and business stakeholders.
03
Design & Decide
Turn what you've learned into decisions, balance trade-offs, and create your design outside the game.
04
Submit & Iterate
Submit your work, iterate with feedback, and prepare your design for final review.
05
Review with Mentor
After completing the simulation, learners meet with a human UX mentor to review their design decisions, AI feedback history, and portfolio-ready project outcome.
Go to Mentor Review
Morgan
UX Mentor

Priya
Product Design Lead
Practice explaining design decisions and trade-offs.
Respond to competing priorities from PMs, engineers, and collaborators.
Build stronger examples for portfolio review and entry-level UX interviews.