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AI only belongs in the product

when it earns its place.

8

New-user activation lift via AI onboarding at Process Street.
ACTIVATION

22

Workflow adoption increase after AI feature rollout.
ADOPTION

3

Designs systems built and maintaned
CREATION

100

Users tested across prototypes, flows, and onboarding.
VALIDATION

Other Case Studies

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Redefining Zapier Onboarding for Growth

Centralizing Insights: A Unified Research Repository for EnjoyHQ

Centralizing Insights: A Unified Research Repository for EnjoyHQ

How I actually work

I design end-to-end. Strategy, research, UI, prototype (Lovable, Claude)
I use AI to move faster, not to skip the thinking.
I ship design system changes through PRs, not handoff docs.
I care more about whether a feature earns its place than whether it looks clever.