FREE: Take our Content Design Health Check and get a skills action plan. 

Home / AI / AI in Content Design: Evaluation and Structure

LIVE WORKSHOP

AI in Content Design: Evaluation and Structure

This AI evaluation workshop focuses on qualitative methods — helping you assess clarity, tone, and usefulness, and build evaluation frameworks that work with real-world LLMs.

Feedback

Expert graded

Recording

Full replay

Certificate

On completion

Patrick Stafford

Patrick Stafford

UXCC, MYOB

Patrick is the cofounder and CEO of UX Content Collective. He hosts the Writers of Silicon Valley podcast.

Next live session

Your local time Change time zone
$400

UXCC students save 15%
Team discounts available

JOIN THE WAITLIST

Need an invoice or PO? Let us know.

“This is exactly the type of tactical information I’ve been wanting to learn for how to improve my skillset with AI.”

Rachel Gillett

Content Designer

“Not only did I accelerate my understanding of content design for AI, I gained skills I can immediately put to work.”

Heidi Wartelle

UX Content Designer, Microsoft

“I really liked how practical this workshop was, and how immediately actionable the takeaways were.”

Adriana Harper

Senior Manager, Content Strategy and Design, Thinkific

“I really appreciated Patrick’s energy, the wealth of knowledge he shared, and the engaging exercises.”

Flavia Tomita

Flavia Tomita

Content Designer, Factorial

Who is this workshop for?

Content designers

UX writers and content designers working on AI tools

AI content teams

Teams building internal AI content workflows, especially with for AI content quality

Designers

Designers looking to expand their role in AI strategy, not just execution

Content leaders

Content folks responsible for quality, system messages, or AI-generated UI copy

What will you walk away with?

Our courses are created by experts, informed by hiring managers, and reflect industry best practice.

5,000+

Students trained

200+

Teams trained

100+

Countries

01

A practical path for creating frameworks for evaluating LLM outputs with UX content standards in mind

02

Hands-on experience designing and testing prompts for clarity, tone, and usefulness

03

Techniques to build custom evaluation rubrics for your team or product

04

Confidence to collaborate with engineers and AI teams using shared terminology and processes

How does the Hands-On Building workshop work?

A complete system for learning, practicing, and proving your skills.

3 hours, live

A live workshop with instruction and guidance.

Full recording

Rewatch the workshop whenever you like.

Certification

Earn a certificate when you finish the workshop.

Resources

Templates and frameworks to use after the workshop.

Book a private session for your team

We can combine self-paced courses, workshops, or create custom sessions for your team based on unique needs. Get in touch – we’d love to speak with you.

Dhanushka

Customer Success Manager

Join 12,000+ content designers

Stay on top of the industry. Weekly perspectives on where content design is heading, plus job ads, discounts, and more.