Illustrated flow
Researcher illustration
HAI researcher
User iconUser thread
IntentConstraintsTone
Agent iconAgent thread
PlanValidateRepair
Output iconOutput thread
Next stepChecklistAction
Practitioner lane~6 min

Rapid HAI Study Protocol (5–8 participants)

A lean protocol for early assistant UX decisions.

Structure (60 min/session)

  • 10 min: baseline workflow without assistant
  • 30 min: same tasks with assistant
  • 10 min: critical incident interview
  • 10 min: trust + effort rating

Capture fields

Task success, correction loops, hallucination handling, handoff friction, emotional confidence.