Finders to Builders - A UX Research Show

Ep. 40 - AI for writing docs and protocols


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In the final episode of this AI miniseries, I share my favorite user research use case for AI: drafting documents and protocols.

Because I dread writing long docs, I use AI for a head start and then polish the output, saving about 70% of my time. I describe a small, quick experiment where I trained local LLMs by feeding them dozens of my research documents, interview and usability protocols.


(01:21) The Simple Experiment
(02:17) Document Templates and Structure
(02:43) Question Bank and Guardrails
(03:12) Before and After Results
(04:23) Workflow with Voice Prompts
(05:33) Sharing the Training Prompt
(07:20) AI Empowers Researchers

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Finders to Builders - A UX Research ShowBy Julian Della Mattia