Design thinking still rules — AI just plugs into it

IxDF's framework maps AI tools onto the classic empathize–define–ideate–prototype–test stages, arguing you need to know your decision before you prompt.

IxDF's guide to AI-assisted design workflows doesn't propose a new method — it maps AI tools onto the decades-old design thinking process (empathize, define, ideate, prototype, test). Their core warning: 'treat AI like a junior designer' — useful for a first draft, but it can't replace empathy, creativity or systems thinking, and it can't tell you what decision you're actually trying to make. This is an established method getting a new layer, not a new trend — which is exactly why it's worth learning properly rather than skipping straight to prompting. If you don't know which stage you're in or what decision matters, AI output will feel impressive but go nowhere.

Related in UCD methods

Established

Usability heuristics are still the fastest self-review

Nielsen Norman Group's decades-old heuristic evaluation method remains the quickest sanity check before you spend money on user testing. It's unglamorous but still standard practice across the industry.

nngroup.com1 Feb

Adoption

Redesigning workflows beats bolting on AI

A controlled field study found startups that redesigned their whole workflow around AI generated 90% more revenue than teams that just used AI to speed up individual tasks. Piecemeal AI use barely moves the needle by comparison.

uxtigers.com6 Jan

Adoption

How Atlassian actually builds AI into design workflows

UX Collective rounded up how companies like Atlassian use AI in their design-to-prototype process, based on direct sessions with their design team. It's a useful reality check against vaguer 'AI is changing everything' takes you'll see elsewhere.

uxdesign.cc5 Aug