Design

AI-assisted design research, briefs, strategy, user-flow planning, and project scoping

AI is used as a research, strategy, and planning assistant to gather context, generate discovery questions and briefs, analyze competitors, synthesize interviews and meetings, propose research methods, break projects into actionable steps, and draft first-pass user flows faster at the start of the design process.

Why the human is still essential here

The designer still frames the problem, decides what context and research matter, chooses which plans and insights are useful, prioritizes the work, and determines which flows and product directions make sense. AI accelerates planning and synthesis, but strategic judgment remains human.

How people use this

AI-generated discovery questionnaire

Claude turns a rough problem statement into a structured set of stakeholder and user questions that the team can answer before the brief is finalized.

Claude / ChatGPT

Competitive brand audits

AI gathers competitor positioning, visual patterns, and market signals into a faster first-pass audit that the designer can interpret for strategic decisions.

Perplexity / ChatGPT

Brief and meeting synthesis

AI converts brainstorm notes, meeting transcripts, and research inputs into a first-pass design brief that the team can review and refine.

Notion AI / Claude

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Related Prompts (4)

Latest community stories (9)

Personal Story
LinkedIn

I presented my custom AI design workflow to our design team two weeks ago.

I presented my custom AI design workflow to our design team two weeks ago. #ClaudeDesign launched ๐™ฉ๐™ฌ๐™ค ๐™™๐™–๐™ฎ๐™จ ๐™ก๐™–๐™ฉ๐™š๐™ง and had a lot of overlap with what I built. I sat on this post for a while. ๐Ÿง˜โ€โ™€๏ธ

Decided to share because building it taught me something about where custom workflows are still optimal (for now).


๐˜ข๐˜ญ๐˜ช๐˜ฆ๐˜ฏ๐˜ฆ ๐˜พ๐˜ญ๐˜ข๐˜ถ๐˜ฅ๐˜ฆ ๐˜ฟ๐˜ฆ๐˜ด๐˜ช๐˜จ๐˜ฏ ๐˜ธ๐˜ช๐˜ฏ๐˜ด

Seed of an idea โ†’ something โ€œgood enoughโ€ to move a conversation forward, fast. Built-in sketch tool (hey, thatโ€™s the โ€œdigital napkinโ€ concept), consistent format, easy to share and comment on. For early ideation, itโ€™s genuinely convenient.


๐˜ข๐˜ญ๐˜ช๐˜ฆ๐˜ฏ๐˜ฆ ๐˜˜๐˜ถ๐˜ด๐˜ต๐˜ฐ๐˜ฎ ๐˜ด๐˜ฌ๐˜ช๐˜ญ๐˜ญ๐˜ด ๐˜ธ๐˜ช๐˜ฏ

๐˜„๐˜ฉ๐˜ฆ๐˜ฏ ๐˜ช๐˜ต ๐˜ด๐˜ต๐˜ข๐˜ณ๐˜ต๐˜ด ๐˜ฃ๐˜ฆ๐˜ง๐˜ฐ๐˜ณ๐˜ฆ ๐˜จ๐˜ฆ๐˜ฏ๐˜ฆ๐˜ณ๐˜ข๐˜ต๐˜ช๐˜ฐ๐˜ฏ. My workflow begins with /๐˜ฃ๐˜ณ๐˜ช๐˜ฆ๐˜ง-๐˜ค๐˜ณ๐˜ฆ๐˜ข๐˜ต๐˜ช๐˜ฐ๐˜ฏ, a live or async brainstorm between me and AI that builds a comprehensive project context before anything gets made. In async mode, AI generates a questionnaire based on the problem area, the team discusses and answers it in a working session, then we bring the answers back to Claude Code and AI picks up from there. That context carries forward into every skill downstream.


๐˜พ๐˜ฐ๐˜ฎ๐˜ฑ๐˜ฐ๐˜ฏ๐˜ฆ๐˜ฏ๐˜ต ๐˜ง๐˜ช๐˜ฅ๐˜ฆ๐˜ญ๐˜ช๐˜ต๐˜บ. Claude Design rebuilds components as HTML files rather than pulling from the actual codebase I uploaded, which sometimes isn't 1-to-1 with the actual design system โ€” missing states, missing components, approximate spacing. Custom skills can go deeper, connecting to your real design system components and anti-patterns, so what comes out actually matches your product styles and adheres to your design system better.


๐˜๐˜ฉ๐˜ฆ ๐˜ด๐˜บ๐˜ด๐˜ต๐˜ฆ๐˜ฎ ๐˜ญ๐˜ฆ๐˜ข๐˜ณ๐˜ฏ๐˜ด โ€” or at least, starts to. Every time I run /๐˜ฅ๐˜ช๐˜ณ๐˜ฆ๐˜ค๐˜ต-๐˜ฉ๐˜ช๐˜ง๐˜ช and flag what's off, the anti-patterns file updates. The goal is for team decisions and feedback to feed back in the same way, still figuring out that part. But even the early version compounds.


Thatโ€™s the thinking behind this experiment: how my custom skills actually chain together across the double-diamond design process.

/๐˜ฃ๐˜ณ๐˜ช๐˜ฆ๐˜ง-๐˜ค๐˜ณ๐˜ฆ๐˜ข๐˜ต๐˜ช๐˜ฐ๐˜ฏ โ†’ /๐˜ค๐˜ณ๐˜ฆ๐˜ข๐˜ต๐˜ฆ-๐˜ฅ๐˜ฆ๐˜ค๐˜ฌ โ†’ /๐˜ฎ๐˜ช๐˜ฅ-๐˜ต๐˜ฐ-๐˜ฉ๐˜ช๐˜ง๐˜ช ๐˜ฐ๐˜ณ /๐˜ฅ๐˜ช๐˜ณ๐˜ฆ๐˜ค๐˜ต-๐˜ฉ๐˜ช๐˜ง๐˜ช โ†’ /๐˜ช๐˜ต๐˜ฆ๐˜ณ๐˜ข๐˜ต๐˜ฆ โ†’ /๐˜ค๐˜ฐ๐˜ฅ๐˜ฆ-๐˜ต๐˜ฐ-๐˜ง๐˜ช๐˜จ๐˜ฎ๐˜ข โ†’ /๐˜ข๐˜ฅ๐˜ฅ-๐˜ต๐˜ฐ-๐˜ด๐˜บ๐˜ด๐˜ต๐˜ฆ๐˜ฎ

Each skill's output is the next skill's input. Human checkpoint and decision making at every stage. Also, you don't have to use all the skills. Already have a brief? Start at exploration. Already have hi-fi? Jump to /๐˜ช๐˜ต๐˜ฆ๐˜ณ๐˜ข๐˜ต๐˜ฆ.


Check the 3min video below for the highlights of my walkthrough. ๐Ÿ‘‡


Claude Design is genuinely great, but a custom workflow can be tuned to your methodology, your design system, your rhythm in ways a general tool can't, at least not yet. Until it fully closes the gaps (and I believe it will), there's room for each of us to systematize how we work with AI, not just adopt it.


Still a lot to explore for future experiments: one-click wireframe โ†” hi-fi switching, converting prototyping code โ†’ production, tighter design system compliance, and more.


Curious what gaps you're working around with Claude Design or anything else. Leave your comments!

BM
Beijuan MiaoStaff Product Designer @ LinkedIn | Mentor @ ADPList
Apr 28, 2026
Personal Story
LinkedIn

I've been sharing a lot about AI-powered product design workflows โ€” what I try, what I actually use in my own work, and what sticks.

I've been sharing a lot about AI-powered product design workflows โ€” what I try, what I actually use in my own work, and what sticks.

Every time I post, someone asks for tutorials or a deeper walkthrough. So I finally put it all in one place.


The guide covers everything I've tested so far - design workflow across 7 modules:

โ†’ UX Research & Synthesis โ†’ UX Strategy & Methodology โ†’ Visual & UI Design โ†’ Content & Copy โ†’ Handoff & Documentation โ†’ Design Systems (coming soon) โ†’ Claude Skills


If you've been curious about how to bring AI into your design practice in a way that's actually useful, this is for you.


Link in the comments ๐Ÿ‘‡

LD
Lisa DemchenkoProduct Designer
Apr 28, 2026
Personal Story
Medium

From One Overwhelmed Designer to Another: How AI Helped Me Get My Creative Spark Back

As a designer in tech, keeping up with AI news these days feels like Drake and Josh trying to keep up with that sushi belt.

Scrolling through social feeds in the tech community right now feels like walking down the street during an earthquake. Posts are unsettling, overwhelming, and make me feel so behind on all the new trends and workflows that Iโ€™ll never catch up. Sometimes I want to bury my head in the sand and not pay attention (which Iโ€™ve done plenty over the last few years).


But recently, Iโ€™ve found some positivity and fun working with AI. Iโ€™ve developed strategies for keeping my footing in this ever-changing industry, and Iโ€™m sharing them here, hoping theyโ€™ll help other designers who are overwhelmed and donโ€™t know where to start.

AG
Anna Grace BaylissDesigner in tech
Apr 22, 2026
Personal Story
LinkedIn

AI isn't replacing my work, its expanding it

AI isn't replacing my work, its expanding it


The last year completely changed how I work as a designer:

Iโ€™ve upskilled. Expanded what I offer. Sharpened my approach. Reduced my timelines.


And honestly grown more in the last year than the previous 5 combined.


Whatโ€™s wild is not just the growth, itโ€™s what Iโ€™m now able to offer solo.


Things I never imagined doing on my own:


1. Video and animation

Now a huge part of my work

Social content, paid ads, ecommerce

High-end pack shots and scroll stopping motion


2. Website development

From brand guidelines to wireframes to fully functioning sites


3. App prototyping

Taking ideas from rough concepts to something founders can actually show investors


4. AI-generated brand asset systems

Hundreds of on-brand visuals and videos for campaigns and content


5.Deep research and strategy

Competitive landscapes and creative direction baked into the work


The reality is simple


AI has pushed me into full E2E creative


Strategy โ†’ Brand โ†’ Execution โ†’ Rollout


All done in weeks, not months


At a fraction of what a mid-sized agency would cost


Hereโ€™s the stack I actually use daily:

โ€ข Nano Banana 2

For hyper-real product, lifestyle, and model imagery


โ€ข Kling 3.0

Best for controlled, high-quality video and animation


โ€ข Grok

More experimental, looser creative outputs


โ€ข Loveable

For prototyping apps, websites, and product ideas


โ€ข ChatGPT

Prompting, structuring ideas, research

โ€ข Canva

Client-ready templates and presentations


โ€ข Figma

Web design, structure, and handoff


โ€ข Adobe Illustrator

Still the core for logos and vector work


Year one of freelancing has been a bit mad

Canโ€™t wait to see what year two looks like...


Which AI tool has made the biggest impact on how you work as a designer?

What changed your workflow the most, not just your speed?


#AI #designer #AIdesigner #branding #freelance #creative

DM
Dennis MintonFreelance Designer
Apr 16, 2026
Personal Story
LinkedIn

I decided a while ago to not use AI to create designs at the agency.

I decided a while ago to not use AI to create designs at the agency.

Weโ€™ve tried it. Some parts of the process are cool.ย  But weโ€™re creating human-to-device connection here.


And our designs come from our ideas which come from our conversations with you.


Iโ€™ll continue using AI as a tool for planning, parts of building and testing.ย  But when it comes to design, AI-use will be minimal if at all.


Design is not something Iโ€™m looking to delegate to AI right now.

NB
Nate BergerFounder
Apr 14, 2026
LinkedIn

I recently tried designing a website with AI as the starting point.

I recently tried designing a website with AI as the starting point.

The idea was intentionally simple and generic:

a camping / camperโ€‘friendly website.

A topic where AI should perform well.


I started the process the right way not with visuals, but with thinking.

I talked with ChatGPT about the project:

- what problem the website should solve

- what kind of experience I wanted to create

- the goals of the business

- who the users are and what they expect


The result was surprisingly good.

AI helped me structure my thoughts and turn them into a clear design brief something that usually takes quite some time. That part genuinely pushed me forward.


I then took this input and moved it into an AI web design tool, expecting the visuals to naturally follow.


And thatโ€™s where things becameโ€ฆ tricky.


The result was okay, but very generic.

I tried refining it with more prompts, more instructions, more iterations but instead of getting better, it slowly became constrained and messy. The design started to feel stuck.


So I stopped.


I took the AI-generated design and moved into Figma, this time designing manually, without AI.

Thatโ€™s where everything clicked again. I refined layouts, hierarchy, spacing, interactions and finally reached a result I was happy with.


My takeaway?

AI can push you very far, very fast especially in:

- problem framing

- structuring requirements

- defining goals and constraints


But when it comes to design decisions, clarity, and nuance, AI can also slow you down or trap you in generic solutions.


AI is not a replacement.


Itโ€™s a powerful tool if you know when to use it and when to step away.

And thatโ€™s probably the most important design skill today.


#AI #UXdesign #UIdesign #DesignToday

KS
Kristina StepanUX/UI Designer
Apr 10, 2026
LinkedIn

My AI workflow I use to 10x my design work:

My AI workflow I use to 10x my design work:

1. Inktrail.ai - For brainstorming, understanding PRDs, conducting market and competitor research and creating user flows


2. variant.com - To curate a moodboard of design directions and UI flows


3. figma.com/make - The HTML and CSS code that aligns to my need from the moodboard and curate a complete prototyping


4. figma.com - For creating the design artifacts, aligning with brand standards and design system


Inktrail.ai - To write the UX copies for the designs


Worthy of mention; windsurf.com - Creats a design.md file and implement the UI on frontend level.


This workflow cuts my design time from days to hours and still maintain the same level of quality.


Designers should perform human oversight and not manual work.


Whatโ€™s your own process?


Repost to help a designer from your network.

JK
Joseph KaluProduct Designer @ Yolo
Apr 8, 2026
Medium

I Used AI in My Design Workflow for 3 Months. Hereโ€™s What It Actually Changed

Thereโ€™s a lot of noise around AI in design. Some say it will replace designers. Others dismiss it entirely. After three months of deliberately integrating AI tools into my daily workflow, my view is more nuancedโ€”and more interesting than either extreme.
AI did not make me less of a designer. But it permanently changed how I design.

OA
Oluwatosin AdesoroUI/UX Designer
Mar 31, 2026
X

Updated stack as a designer using ai to streamline my workflows; for those that find it useful.

Updated stack as a designer using ai to streamline my workflows; for those that find it useful.

AI tech stack: Claude (research, strategy assistant), Claude Code (coding), Figma Make (prototyping), v0 (structural explorations), Vercel (hosting), Nano Banano Pro (image gen), Notion (second brain), Shadcn & Tailwind (styling)

H
hyamDesigner at Discord
Mar 31, 2026