Observe
Frame the users, setting, accessibility needs and point of human review or takeover.
HUMAN–AI INTERACTION
We design the dialogue, feedback and working interfaces around real tasks—especially where people need to understand what a system has done, recognise a failure and take over without losing the thread.
Frame the users, setting, accessibility needs and point of human review or takeover.
Translate task flows, explanations, warnings and recovery routes into a testable interface.
Examine comprehension, failure cases, accessibility and the effort required around the tool.
Record issues, design decisions and change triggers for implementation and maintenance.
AI conversation and multimodal feedback, professional interfaces, accessibility and age-friendly interaction, assistive-technology prototypes, usability studies and error-recovery design.
User flows, interface prototypes, evaluation plans, issue records and implementable interaction specifications.
Faces, voices, gaze, physiological signals and other personal signals are collected only where their purpose, necessity, participant arrangements and handling route have been defined.
PROJECT CONDITIONS
A design project can begin with task scenarios, public material or appropriately prepared test inputs. Neural information, human studies, implanted devices and disease-related decision functions require additional assessment. Describing a system as interaction design does not remove requirements that arise from its actual function or data.
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