Redesigning workflows beats bolting on AI, early study finds

A controlled field experiment reported via UX Tigers found startups that redesigned their whole workflow around AI made 90% more revenue than peers who just used AI to speed up existing tasks. It's one study with a bold number, but the underlying pattern — rethink the process, don't just add a tool — is worth testing yourself.

The claim: startups that restructured entire workflows around AI (not just sped up individual steps with it) saw dramatically better business outcomes than equally-equipped peers who bolted AI onto old processes. The study frames this as evidence that *how* you integrate AI matters more than *whether* you use it. As a junior designer, you can't redesign a whole company's workflow — but you can apply the same logic to your own process. Instead of asking 'where can I add an AI tool', ask 'which step in my process would look completely different if I rebuilt it around AI from scratch'. Treat the 90% figure as an early, single-study signal, not a proven law.

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