All frameworks and cheat sheets

Comparison

AI and human researchers: who does what

Comparison of the research work AI handles, moderation, transcription, coding and first synthesis, against the judgment work researchers keep.
Make the split explicit, so the time AI frees up goes to judgment work.

A side-by-side view of how research work splits between AI and human researchers in 2026. AI takes the execution steps: moderating interviews, transcribing, coding and first-pass synthesis. Researchers keep the judgment work: framing the question, reading subtext, prioritising findings and turning them into decisions. Use it to agree roles on a team adopting AI research tools such as Koji, which runs the execution side.

Where this appears

What's in this comparison

What AI handles

  • Moderating interviews
  • Transcription
  • Coding the data
  • Initial synthesis

What researchers own

  • Framing the research question and the decision it informs
  • Reading between the lines: contradiction, subtext, what goes unsaid
  • Deciding which findings matter most right now
  • Turning research into decisions stakeholders act on

Use this image

Free to use in your docs, decks and posts under CC BY 4.0, as long as you credit Koji with a link to this page. To embed it, paste this into your page:

html
<a href="https://www.koji.so/visuals/ai-vs-human-researcher-division-of-labour"><img src="https://www.koji.so/visuals/ai-vs-human-researcher-division-of-labour/ai-vs-human-researcher-division-of-labour.png" alt="Comparison of the research work AI handles, moderation, transcription, coding and first synthesis, against the judgment work researchers keep." width="1200" height="669" /></a>
<p>Source: <a href="https://www.koji.so/visuals/ai-vs-human-researcher-division-of-labour">AI and human researchers: who does what</a>, Koji</p>