Research and task models
Interviews, observed workflows and task analysis before screens or component choices are fixed.
Capability archive · UX
Interfaces that make system behavior understandable
The historical UI/UX practice connected user research and interaction design to implementation constraints. The aim was not decoration, but a workflow whose state, choices and failures people can understand.
At a glance
Design scope
These principles are especially important for probabilistic AI behavior and human review steps.
Prototypes and validation
Testable interaction models used to expose unclear language, missing states and expensive assumptions early.
Design systems and accessibility
Reusable components with consistent semantics, focus behavior, contrast and responsive rules.
From a concrete requirement to a defensible next step.
Describe the process, systems, constraints and success criteria. We will assess what is realistic and which evidence is needed.