We tried using AI when designing. Here's what we learned.


August 2025

Hey friend,

This is Design Current. A newsletter about user experience design.

Over the past few months, we’ve been experimenting with AI tools in real-world design work.

But tbh, we're tired of the AI hype. Can it actually help us design better? So instead of chasing headlines, we wanted to know:

  • Which tools are actually useful, and for what?
  • Where do they fall short?
  • How could they fit into our workflow?
  • What makes a “good” prompt anyway?

Here’s a peek at what we’ve learned so far.


Trial and error

We’ve tried AI for everything from brainstorming and wireframing to prototyping and generating illustrations. A few takeaways stood out:

  • Designers aren’t going anywhere. AI can’t replace the context, problem-solving, and nuanced decisions that make good design work. It generalizes. Designers know the product, the team, and the business.
  • AI clears the small stuff so we can focus on the big stuff. Like a design system, it speeds up repetitive tasks so we can spend more time on strategy, user flows, and aligning with business goals.

AI is good for

  • Visualizing product requirements. Pairing AI prototypes with PRDs gives teams a shared starting point. It’s not about the output being “right” but about making complex ideas easier to see.
  • Jumpstarting niche design challenges. When competitive analysis falls flat, AI prototypes can spark ideas (even if they mostly show you what not to do). Writing prompts forces deeper thinking, and the results create a springboard for better solutions.
  • Wireframing simpler projects. For common flows or straightforward marketing sites, AI helps us generate a quick first draft and explore directions faster.

AI is NOT good for

  • Making handoff-ready designs. It’s slow and frustrating to get AI to create pixel-perfect screens that match the UX you want. It also struggles with applying design systems clearly and consistently.
  • Changing small design details. Adjusting things like background colors or corner radii is often faster and easier to do by hand than to wait for AI to get it right.

Our team’s favorite prompting tips

  • Generating consistent illustrations. We found a tutorial on X for creating Airbnb-style illustrations (huge credit to the creator, Hamza Ehsan (@hxmzaehsan)). By rewriting the prompt structure and feeding in references, we created cohesive, brand-aligned illustrations for clients in a week instead of months.
  • Break prompts into smaller parts. If you’ve ever asked AI to design an entire flow and the output was wildly off, you know the feeling. Instead, try:
    • Start with one component or section at a time
    • Review and critique before moving on
    • Use each round to refine where AI is misfiring

No, it's not going to 3x your design process

You won’t design a polished app three times faster just by using AI. That’s not how this works.

But the tools are improving, and the use cases are growing. We’ll keep experimenting, learning, and sharing what’s actually working.

Thanks for reading! Until next time.

Andrea & Anyi,

Cofounder @ Koi Studios

If someone forwarded this to you → join us
If you're looking for product design help → chat with us

600 1st Ave, Ste 330 PMB 92768, Seattle, WA 98104-2246
Unsubscribe · Preferences

Design Current

Subscribe to get UX strategies, design trends, and real-world examples to help you build better products.

Read more from Design Current
A pink 3D illustration of a browser window with an empty white screen and a small chat bubble, representing AI chat interface UX design.

Hi friend, This is Design Current, your go-to newsletter about user experience design, brought to you by Koi Studios. Studio Update Applying UX to democracy?! I (Anyi) led a journey mapping session at Harvard Ash Center for Democratic Governance and Innovation. Alongside political scientists, campaign staff, election administrators, technologists, and philanthropists, we mapped the end-to-end journey of American voters. Read more about it here. More to come, stay tuned. 4 AI chat UX patterns...

Hi friend, This is Design Current, your go-to newsletter about user experience design. In this issue, you will see designs and reflections that inspired us in the past month. Studio Update Designing for civic tech Andrea, our co-founder and design director at Koi, spoke at Folsom Tech Week about UX in GovTech and CivicTech. It's something we care deeply about. We wake up every day feeling the weight of what's happening in the world and wanting to do more with the skills we have. Over the past...

Hi friend, This is Design Current, your go-to newsletter about user experience design. In this issue, we want to share a few design inspirations and thought pieces that has helped us grow and reflect. First, a celebration! Our studio has just entered our 4th year! We started Koi Studios with a simple belief: thoughtful design can do good. What began as a desire to create impactful work grew into a studio built around care: for users, partners, and the problems worth solving. Fast forward to...