AI-assisted design workflow

How I Use AI to Run A/B Tests 3x Faster

Where AI helps with ideation, asset variants and copy exploration, and where human taste and conversion judgment still make the call.

AI Product, AI UX, CROPortfolio note

What this note covers

  • The old variant-production bottleneck.
  • Where AI plugs in: ideation, asset generation and copy variants.
  • Where humans stay in control: hypothesis, taste and QA.
  • A before and after timeline for a faster testing loop.

See this thinking in the work or email me for remote graphic, ecommerce and marketing design roles.