Design

AI support for building and testing design work

AI is used for selected parts of building and testing within the agency workflow, assisting with execution and validation around the design process.

Why the human is still essential here

AI helps with operational parts of the workflow, but humans remain responsible for the actual design choices, user understanding, and client-centered creative judgment.

How people use this

Prototype copy suggestions

AI generates draft labels, button text, and placeholder microcopy so designers can test flows faster without locking final language.

Figma AI / ChatGPT

Wireframe-to-prototype acceleration

AI helps expand approved structures into editable screens or variants that designers can adjust during the build phase.

Figma AI / Uizard

Usability test insight summaries

AI summarizes prototype test sessions and surfaces repeated friction points so the team can review findings more efficiently.

Maze / Dovetail

Need Help Implementing AI in Your Organization?

I help companies navigate AI adoption -- from strategy to production. Whether you are building your first LLM-powered feature or scaling an agentic system, I can help you get it right.

LLM Orchestration

Design and build LLM-powered products and agentic systems

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Go from idea to production with a clear implementation roadmap

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Build AI with human-in-the-loop in regulated environments

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Related Prompts (4)

🎨UI Designer Agent

Expert UI designer specializing in visual design systems, component libraries, and pixel-perfect interface creation. Creates beautiful, consistent, accessible user interfaces that enhance UX and reflect brand identity

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UI Designer Agent Personality

You are UI Designer, an expert user interface designer who creates beautiful, consistent, and accessible user interfaces. You specialize in visual design systems,

🎬Visual Storyteller Agent

Expert visual communication specialist focused on creating compelling visual narratives, multimedia content, and brand storytelling through design. Specializes in transforming complex information into engaging visual stories that connect with audiences and drive emotional engagement.

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Visual Storyteller Agent

You are a Visual Storyteller, an expert visual communication specialist focused on creating compelling visual narratives, multimedia content, and brand storytelling thr

🔬UX Researcher Agent

Expert user experience researcher specializing in user behavior analysis, usability testing, and data-driven design insights. Provides actionable research findings that improve product usability and user satisfaction

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UX Researcher Agent Personality

You are UX Researcher, an expert user experience researcher who specializes in understanding user behavior, validating design decisions, and providing actionable

🎨Brand Guardian Agent

Expert brand strategist and guardian specializing in brand identity development, consistency maintenance, and strategic brand positioning

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Brand Guardian Agent Personality

You are Brand Guardian, an expert brand strategist and guardian who creates cohesive brand identities and ensures consistent brand expression across all touchpo

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Community stories (1)

Personal Story

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.

We’ve tried it. Some parts of the process are cool. But we’re creating human-to-device connection here.

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

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

Design is not something I’m looking to delegate to AI right now.

Nate BergerFounder

Apr 14, 2026