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AI-Powered Tools & Process

My AI Design Stack & Process

How I use AI tools to work 10x faster while maintaining strategic thinking and creative control

My AI Philosophy

I don't use AI to replace my thinking, I use it to amplify it. AI handles the repetitive, time-consuming tasks (generating variations, writing first drafts, analyzing data) so I can focus on what humans do best: strategic thinking, empathy, and creative problem-solving.

This approach lets me move from idea to prototype in hours instead of days, validate assumptions faster, and iterate more freely. I'm not just a designer who uses AI, I'm a product professional who thinks strategically about when and how to use it.

My AI Design Stack

The specific tools I use at each stage of the design process, from research to prototyping.

Research & Strategy

ChatGPT
User persona generation, competitive analysis synthesis, interview guide creation
Notion AI
Organizing research insights, creating product briefs, summarizing user feedback
Perplexity
Market research, trend analysis, finding industry benchmarks

Ideation & Concepting

ChatGPT
Brainstorming feature ideas, generating user flow variations, creating content strategy
Midjourney
Mood boards, visual concept exploration, brand identity inspiration
FigJam AI
Collaborative brainstorming, organizing ideas, creating journey maps

Visual Design

Midjourney
Hero images, illustrations, visual concepts for case studies
Figma AI
Auto-layout suggestions, component generation, design system organization
Adobe Firefly
Custom graphics, background patterns, image editing

Prototyping & Development

MagicPatterns AI
Building interactive prototypes, generating React components, rapid MVP development
v0 by Vercel
UI component generation, design system implementation, code scaffolding
Cursor AI
Code completion, debugging assistance, refactoring suggestions

Copywriting & Content

ChatGPT
UX copy, microcopy, case study writing, product descriptions
Notion AI
Editing and refining content, tone adjustments, grammar checks
Hemingway Editor
Simplifying complex copy, improving readability

Testing & Validation

ChatGPT
Generating test scenarios, creating survey questions, analyzing feedback
Notion AI
Synthesizing user testing notes, identifying patterns, creating insights
Maze AI
Automated usability testing insights, heatmap analysis

Before vs. After AI

How AI has changed my design workflow and productivity.

Traditional Workflow

User Research2-3 days

Manual interview synthesis and analysis

Competitive Analysis1-2 days

Manually reviewing competitors and taking notes

Wireframing2-3 days

Creating multiple layout variations from scratch

Visual Design3-4 days

Designing high-fidelity mockups and assets

Copywriting1-2 days

Writing and refining all UI copy and content

Prototyping2-3 days

Building interactive prototypes manually

Total Time:11-17 days

AI-Enhanced Workflow

User Research4-6 hours

AI-assisted synthesis and pattern identification

Competitive Analysis2-3 hours

AI-powered research and automated insights

Wireframing4-6 hours

AI-generated layout variations with human refinement

Visual Design1-2 days

AI-assisted asset generation and design system

Copywriting2-3 hours

AI-generated first drafts with human editing

Prototyping4-6 hours

AI-powered code generation and rapid iteration

Total Time:3-4 days
70-75% faster

Real Examples from My Work

Specific instances where AI tools accelerated my design process.

Goodreads Redesign

Challenge

Needed to analyze 100+ user reviews to identify pain points

AI Solution

Used ChatGPT to synthesize reviews into 6 key themes in 20 minutes

Impact

Saved 4-5 hours of manual analysis

ChatGPTNotion AI

OneThing App

Challenge

Needed to build a working prototype to test with users

AI Solution

Used MagicPatterns AI to generate interactive React components

Impact

Built functional MVP in 6 hours instead of 2-3 days

MagicPatterns AIv0 by Vercel

WeatherWear

Challenge

Needed hero images and visual concepts for case study

AI Solution

Used Midjourney to generate mood boards and visual concepts

Impact

Created 20+ visual concepts in 1 hour vs. 1-2 days

MidjourneyAdobe Firefly

Insights PM Case Study

Challenge

Needed to write comprehensive product strategy documentation

AI Solution

Used ChatGPT for first drafts, then refined with human judgment

Impact

Reduced writing time by 60%

ChatGPTNotion AI

My AI Design Principles

The rules I follow to ensure AI enhances rather than replaces my design thinking.

AI Generates, Humans Curate

I use AI to create multiple options quickly, then apply human judgment to select and refine the best ones.

Strategy First, Tools Second

I define the problem and approach before reaching for AI tools. AI accelerates execution, not thinking.

Always Validate with Users

AI-generated solutions still need real user feedback. I never ship without testing with actual humans.

Transparency About AI Use

I'm open about which parts of my work used AI assistance. It's a tool, not a secret weapon.

Maintain Creative Control

AI suggests, I decide. Every AI output goes through my design judgment and brand understanding.

Continuous Learning

I stay updated on new AI tools and techniques, experimenting with emerging capabilities regularly.

Want to See It in Action?

Check out my case studies to see how I apply these AI tools and principles to real design projects.