Product teams are shipping AI features at pace. Designers are expected to deliver intuitive experiences users trust and that drive business goals—but most design training optimized for deterministic interfaces, not probabilistic systems.
The gap shows up in three ways: mindset (adopting new processes, approaches, and tools), systems thinking (understanding how AI behavior, data, and interface work together as a system), and probabilistic frameworks (translating existing skills into interfaces that work for evolving user mental models).
MXDAI is a career accelerator that addresses these gaps directly. Through project-based learning, 1-1 coaching, and proven frameworks, you'll develop capabilities that translate immediately to your work—whether you're designing conversational flows or agentic systems.
For individuals: Build portfolio-ready skills through hands-on prototyping and a capstone project.
For teams: Customize cohorts to your products and address fragmented workflows, trust gaps, and cross-functional silos. Teams develop shared language and frameworks that standardize practices.
150+ students graduated since March 2025 with 5-star ratings.
[Revised with fresh content for 2026]
Learn to design AI products that are intuitive and valuable. Build your AI project portfolio, get certified as an expert in UX for AI
Learn to define AI use cases that bridge user needs, technical capabilities, and business goals using proven frameworks
Build strategic influence by articulating clear use cases that align stakeholders and establish your role beyond UI-only contributions.
Write system prompts and behavioral specifications that encode personality, boundaries, and decision patterns teams can implement.
Translate responsible AI principles into concrete design decisions and drive cross-functional alignment on AI behavior and ethics.
Master user mental models and psychological phenomena that shape AI interactions to design systems users understand and trust.
Apply the trust ladder framework to make strategic decisions about transparency, user control, and building trustworthy AI experiences.
Design flowcharts mapping conversation paths, error recovery, and adaptive behaviors that work with probabilistic AI systems.
Develop systems thinking to understand how training data, model behavior, and interface design shape user experience holistically.
Apply decision frameworks to choose AI patterns (conversational, copilot, agentic) based on user needs, not technical capabilities.
Select appropriate modalities (text, voice, vision, multimodal) using frameworks that consider context, tasks, and user mental models.
Use decision frameworks to select prototyping tools matched to interaction patterns and build functional AI demos without coding.
Adopt iterative prototyping mindset to test behavioral specifications, mental model alignment, and trust mechanisms early.
Mid-Senior UX Designers. Learn to design AI experiences, build a portfolio project, and stay ahead in a fast-changing design landscape.
Design Leaders: Gain frameworks to lead AI projects, guide your team, and integrate human-centered AI into your org.
PMs & Startup Founders: Understand AI UX patterns, improve collaboration, and design responsible, user-centered AI solutions.

Live sessions
Learn directly from Rupa Chaturvedi in a real-time, interactive format.
Weekly 1:1 Coaching with Rupa
Individual feedback on your capstone project and career questions. You're applying frameworks to your actual work with direct guidance.
Bonus Portfolio Crit Session
After the course, bring your capstone case study and your full portfolio for a dedicated critique session. You'll get feedback on how to present your AI design work in a way that lands, whether you're job searching or building internal credibility. Showing what you can do is a skill in itself.
Certificate of completion from Human Centered AI Institute
Shareable on LinkedIn and for employer documentation.
6 Months of Community Access.
The learning doesn't end after 5 weeks. You get 6 months of access to the HCAI community, including curated resources, monthly meetups, guest speakers, and discounts on design tools. This is where the frameworks keep developing as you apply them at work.
Alumni Discounts on Future Courses.
Significant discounts on all HCAI courses, including Agentic AI Design and Claude Code for Designers. Many graduates continue building their AI design capability across the full program sequence.
Lifetime access
Go back to course content and recordings whenever you need to.
Maven Guarantee
This course is backed by the Maven Guarantee. Students are eligible for a full refund through the second week of the course.
13 live sessions • 17 lessons • 4 projects
Mar
24
Mar
27
Mar
31
Apr
1
Apr
3
Live sessions
2-4 hrs / week
Tue, Mar 24
5:00 PM—7:00 PM (UTC)
Fri, Mar 27
5:00 PM—7:00 PM (UTC)
Tue, Mar 31
5:00 PM—7:00 PM (UTC)
Projects
1-2 hrs / week
Async content
1-2 hrs / week
$2,250
USD