Course Overview
- Course Title: Design AI Products
- Instructor: Anton Voroniuk
- Target Audience:
- UX/product designers
- Product managers
- AI product developers
- Professionals with foundational UX or product design knowledge
- Prerequisites:
- Basic understanding of UX or product design
- Familiarity with prototyping tools (Figma recommended but not mandatory)
- No technical background or coding knowledge required
Curriculum Highlights
- Key Topics Covered:
- AI system behavior in real-world conditions
- Mapping user intent, system states, and model behaviors using behavioral diagrams and trust curves
- Prototyping adaptive, generative, and variable outputs
- AI-in-the-loop usability testing for trust signals and confusion patterns
- Evaluating AI responses with UX-driven guardrails and constraints
- Collaboration with engineers on model limitations and confidence scores
- Designing for overtrust, hallucinations, ambiguity, and model drift
- Building transparent, predictable, and helpful AI interfaces
- Key Skills Learned:
- AI-in-the-loop prototyping
- Behavioral mapping and trust curve analysis
- Adaptive UI design for AI systems
- Model-aware usability testing
- Designing for uncertainty and variable outputs
- Creating workflows that respond to AI unpredictability
- Implementing UX-driven guardrails for AI responses
- Collaborating with engineers on AI product development
Course Format
- Duration:
- 1.5 hours of on-demand video
- Role-play exercises included
- Format: Self-paced online course
- Resources:
- 1 downloadable resource
- Access on mobile and TV
- Certificate of completion
Special Offer
- Limited Time Coupon Code: Check for potential discounts.


