AI + Growth Process

How I Design for Measurable Growth

My process combines AI-powered speed with strategic growth thinking. The result? Products that ship faster, test smarter, and drive real business results.

01
Strategic Foundation

Discover & Define

Every product initiative starts with understanding the business problem, not jumping to solutions. I dive deep into your metrics, user research, competitive landscape, and technical constraints.

Key Deliverables

  • Growth opportunity analysis
  • User journey mapping
  • Metric identification & baseline
  • Technical feasibility assessment
02
Rapid Exploration

Ideate & Prototype

With AI-powered tools, I can rapidly explore multiple design directions and prototypes. This isn't about pixel-perfect mockups—it's about validating concepts and uncovering the right solution fast.

Key Deliverables

  • AI-generated design explorations
  • Interactive prototypes
  • User flow diagrams
  • Technical architecture planning
03
Data-Driven Validation

Test & Learn

I design with A/B testing in mind from day one. Every hypothesis is validated with real user data. No sacred cows, no gut feelings—just measurable impact on your north star metrics.

Key Deliverables

  • A/B test design & implementation
  • Analytics instrumentation plan
  • Success metrics dashboard
  • Learning documentation
04
Continuous Growth

Scale & Optimize

Winning experiences get scaled. I work with engineering and marketing to roll out successful variants, then continue iterating to squeeze more value from every touchpoint in your funnel.

Key Deliverables

  • Rollout strategy & timeline
  • Cross-platform implementation
  • Performance monitoring
  • Iteration roadmap

Core Principles

The philosophy that guides every decision I make

AI Accelerates, Humans Direct

I use AI tools to handle the repetitive work—generating variations, coding components, analyzing data—so I can focus on strategy, creativity, and high-level thinking.

Metrics Over Opinions

Beautiful design that doesn't drive results is just art. Every decision is tied back to key business metrics: conversion rate, activation, retention, revenue.

Speed is a Feature

The faster we can test ideas, the faster we learn what works. AI-powered development lets us move from concept to production in days, not weeks.

Iteration is Everything

Version 1.0 is never perfect. The magic happens through continuous testing, learning, and refinement based on real user behavior.

Ready to Build Something Great?

Let's combine strategic thinking, AI-powered development, and growth expertise to create products that drive measurable results.