Designing AI Agents for Enterprise SaaS
Designing AI Agents for Enterprise SaaS
8-Hour UX Bootcamp to Build a Portfolio Case Study That Gets You Hired
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🚀 Stand Out in the Crowded UX Job Market
🚀 Stand Out in the Crowded UX Job Market
The UX job market today is more competitive than ever, especially for new graduates looking to land their first role. Employers increasingly expect designers to go beyond surface-level UI work and understand complex systems, emerging technologies, and business impact. Two of the fastest-growing areas in UX are:
AI Agents – systems that act autonomously to assist users through decision-making, automation, or conversation.
Enterprise SaaS (Software as a Service) – large-scale platforms used by organizations to run core business functions like finance, HR, procurement, and planning.
These domains are often seen as intimidating or inaccessible to junior designers. Most bootcamps and university programs focus on B2C apps, leaving a gap in practical training for enterprise UX and AI-powered systems.
This course is designed specifically to bridge that gap. 👉 [Sign up now]
🌟 The Rise of AI Agents — and the Design Gap
🌟 The Rise of AI Agents — and the Design Gap
AI adoption is accelerating fast, but most companies struggle to deliver real value to everyday users. That’s where you, as a designer, come in.
72% of professionals now use GenAI weekly — but only 13% understand or use AI Agents effectively.
Frontline workers (the biggest user group) are underserved and left behind in AI rollout.
Companies that redesign workflows around AI Agents — not just bolt them on — are seeing:
≥1 hour saved per day
Higher quality decisions
Greater employee satisfaction
🎓 What You’ll Gain
🎓 What You’ll Gain
A solid understanding of AI agents and how they work in enterprise tools
Knowledge of Enterprise SaaS—a core UX niche that powers global businesses
Step-by-step guidance to design an AI-powered agent using ChatGPT and other AI tools
A finished portfolio case study based on the STAR framework
Practical design experience that interviewers remember
👤 Who This Is For
👤 Who This Is For
This course is perfect for:
New UX grads and career changers with no prior SaaS or AI experience
Designers who want to break into B2B, enterprise, or AI roles
Anyone struggling to create case studies that feel “real-world” or strategic
🔑 Why This Course Matters
🔑 Why This Course Matters
By completing this 8-hour course, you will:
Gain foundational knowledge in AI agent design and enterprise SaaS systems—skills in high demand
Learn how to design for real-world, complex business workflows—not just simple apps
Walk away with a case study that shows your ability to solve strategic, systems-level design problems—something many junior portfolios lack
Boost your confidence and storytelling skills for interviews with SaaS companies, B2B startups, and enterprise tech firms
🧾 What You’ll Walk Away With
🧾 What You’ll Walk Away With
A polished portfolio-ready case study
Hands-on design artifacts: flows, agent prototypes, research notes
New skills in AI UX, enterprise workflows, and process automation
Confidence to speak strategically in interviews
🗓️ Course Breakdown (weekly)
🗓️ Course Breakdown (weekly)
DAY 1
1. Foundations of Enterprise SaaS UX
What is Enterprise SaaS?
Enterprise UX vs. Consumer UX: Key Differences
Core Principles of Enterprise SaaS UX Design
Common Challenges in Enterprise UX
Foundational UX Methodologies
2. Understanding AI Agents in Enterprise
What are AI Agents?
How AI agents work
Why AI Agents in Enterprise SaaS?
Types of AI Agents in Enterprise
3. UX Design for AI Agents in Enterprise
Key Insights & Considerations for AI Agent UX
Designing for Human-AI Collaboration
Measuring Success in AI Agent UX
Homework: map one process into an automation flow
DAY 2
4. Design Your AI Agent with the STAR Framework
SaaS Products Deep Dive: Finance, Supply Chain, Human Resources, and Sales
Applying STAR to AI Agent UX Projects
Define the Situation
- Identify a common enterprise workflow
- Understand the business pain points and user frustrations
- Research the system context: Who is the user? What systems are involved?
- Deliverable: Problem framing slide
Clarify the Task
- Define the UX opportunity for an AI Agent
- Outline what your design needs to solve
- Set success criteria (What would success look like for the user?)
- Deliverable: Design goals and agent requirements
Take Action: Design the Agent
- Design agent flows using GenAI tools
- Create conversation patterns, tone of voice, fallback logic
- Prototype a flow in AI prototype tools
- Conduct lightweight usability validation (e.g., peer test, tested by AI tools or simulated flow)
- Deliverables: Conversation flow map, sample agent output, and rationale
Present the Result
- Reflect on the impact: How does the agent improve the workflow?
- Include measurable or perceived outcomes (speed, accuracy, confidence)
- Summarize what you’d do next (iteration ideas, business impact)
- Deliverable: Summary slide or section
Homework:
Follow STAR-based narrative
Identify an enterprise workflow for AI Agent automation
Define users' roles and pain points as requirements for the AI Agent
Create high-fidelity wireframes of the key AI Agent screens
Summarize the outcomes or reflections
DAY 3
5. [Working Session] Build a STAR Case Study
Learn the STAR method: Situation, Task, Action, Result
Turn your project into a clear, compelling case
Tips for storytelling, visual documentation, and framing
Peer review + iteration session
Homework: prepare case study presentation
DAY 4
6. Final Presentations + Career Tips
Showcase your case study and get live feedback
How to position your project in interviews
Tips for targeting AI + SaaS roles
💵 Course Pricing
💵 Course Pricing
Live Bootcamp: Limited Seats Available (6–8 participants only)
This is a live online, hands-on experience with real-time mentorship, collaboration, and direct feedback to help you complete your AI Agent case study.
Mentee Discount: $250
Regular Price: $400
🔗 Ready to Level Up Your Portfolio?
🔗 Ready to Level Up Your Portfolio?
Let this be the project that sets your portfolio apart. No SaaS experience? No AI background? No problem.
I’ll guide you step by step to design and present a real-world AI Agent project that proves your value as a UX designer.
👉 [Sign up now]
👍 What Students Are Saying
👍 What Students Are Saying
Outstanding Student Feedback
100% of students rated every module as valuable or extremely valuable
100% were satisfied with the bootcamp overall (60% Extremely Satisfied, 40% Very Satisfied)
100% found the hands-on projects and homework helpful for their portfolios
100% feel confident applying their new knowledge in job interviews or on the job
100% said they would recommend this bootcamp to others
Module Highlights
Foundations of Enterprise SaaS UX – 80% Extremely Valuable
Understanding AI Agents in Enterprise – 100% Extremely Valuable
UX Design for AI Agents in Enterprise – 60% Extremely Valuable, 40% Really Valuable
Designing AI Agents & STAR Case Study – 80% rated Extremely/Really Valuable
Testimonial
"I highly recommend this course. It helped me understand enterprise UX and AI agents, and gave me the opportunity to build a more complex case study than those I worked on in school. Yuwei was very helpful throughout the design process, providing feedback and answering our questions."
— Yuri Minami, UX Designer at Greenstand
"Yuwei explained the UX of Enterprise SaaS and AI Agents in a very informative way, sharing clear examples and useful resources. He responded quickly yet thoughtfully, often asking questions and adjusting the course schedule to fit our needs. I really appreciate how attentively he treated each of us. The two-week bootcamp pushed me to complete a case study in a fast-paced, focused way."
— Jasper Ji, UX Designer at Stealth AI Startup
"This is an intense and well-structured bootcamp where you not only gain both theoretical and practical knowledge about enterprise and AI, but also complete a full project within just two weeks. The skills and project logic you develop can be applied to refine and enhance other projects, making this an extremely valuable learning experience."
— Jiawen Zhang, Research Assistant at Purdue University
"This bootcamp was a great starting point for exploring the design world of Enterprise SaaS. It provided a solid foundation for understanding the nature of these products and offered valuable inspiration for future work. I also gained a deeper grasp of applying the STAR framework, which is especially helpful for someone new to it."
— Yunyu Liu, UX Design Lead at SCADpro Sponsored Course
💬 FAQ
💬 FAQ
Q: When is this bootcamp?
A: The first bootcamp will be hosted on two weekends: July 26th, 27th & August 2nd, 3rd, at 10am PST to 12pm PST.
For future bootcamps, please select your available dates and time on the sign up form.
Q: Does this bootcamp require teamwork?
A: Nope. Each participant owns his/her case study.
Q: Is the case study created from scratch?
A: There are 3-5 curated use cases across common domains (see the next Q&A). We'll use various AI tools to accelate the process.
Q: How to choose a topic for case study?
A: Below are examples of enterprise business processes to choose from. You can also bring your own enterprise workflow.
1. Financial Planning & Analysis: budget planning assistance, variance analysis explanation, financial close tracking, forecast adjustment recommendations
2. Procurement/Supply Chain: purchase request validation, procurement status tracker, vendor risk checks, invoice matching assistant
3. Human Resources: employee onboarding coordinator, time-off policy Q&A, manager insights assistant, recruitment data assistant
4. Sales/CRM: account summary generator, pipeline coaching assistant, proposal builder, prioritization helper
Q: Are there additional supports for my case study creation?
A: Yes. Participants are invited to the bootcamp community, where they're able to interact with each other and the instructor. During the bootcamp week, the instructor provides office hours if needed.
Q: Who is the instructor?
A: Me 😀. Currently, a UX director at Oracle leading ERP/EPM platforms and AI Agents design. Previously, a UX manager at Amazon leading B2B selling and supply chain platforms design. [LinkedIn]
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