Research with the people who do the work
Interviews, observation and a review of the tools they use today, so design starts from real tasks.
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User research, heuristic review, wireframes, interactive prototypes and a design system and handoff specifications your engineers can build from, led by designers who work beside our engineers.
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Why design matters more now
When a system can be wrong, the interface decides what happens next. Does the person see where an answer came from? Can they tell how sure the system is? Is it easy to correct a mistake, and does the correction go anywhere? Those details decide whether people check the output or quietly stop trusting it.
We design for the whole workflow: the research that shows what people really do, the flows that fit their day and the states that engineers often leave to chance, such as empty, uncertain, failed and in review.
What we do
Interviews, observation and a review of the tools they use today, so design starts from real tasks.
An existing product checked against established usability principles, with findings ranked by how much they get in the way.
End-to-end flows worked out before visual polish, so structural problems appear while they are cheap to fix.
Clickable designs tested with real users before development begins.
Patterns for showing sources, uncertainty, review, correction and escalation, so people can check what the system produced.
Components, states, content rules and handoff specifications, including the error and uncertainty states.
How it works
Learn the users, the tasks and the constraints. Review what exists and what people do around it.
Sketch and wireframe the main flows, and compare alternatives with the people who will use them.
Build interactive prototypes, test them with real users and revise what the sessions show.
Deliver the design model and stay with the engineering team so the build matches what was tested.
What changes
From: Screens designed one request at a time
To: A coherent design system and component set
From: Design opinions
To: Findings from watching people use the product
From: Designers and engineers working in sequence
To: One team building what was tested
From: AI answers shown as plain text
To: Answers with sources, uncertainty and a way to correct them
Before you start
Adoption also depends on training, incentives and whether the tool fits the way the work is organized.
Questions
Tell us who will use the product and what it needs to do. We will suggest where design can help most.