The interface may be hiding the distinction your user needs.
A screen can contain the right information and still make the important relationship difficult to understand.
What does the user need to recognize? Which choice should be possible? What does the display encourage the person to assume? Where should there be a way to inspect more deeply?
These are questions about human ability, not merely the appearance of a page.
Connect the representation with the task.
A technical specialist, manager, customer, and executive may need different access to the same underlying work.
An overview can help one audience while a detailed interaction helps another. The design should preserve the important meaning as the representation changes.
Howard Pearlmutter has worked on human interfaces, graphics, visualization, simulation, and commercial applications. His NASA study, Interactive Computer Graphics: The Human Interface to Dynamic Simulation, examined how people could work with complex computational results.
Make the specialized work usable beyond its creators.
For GM and Ford users, Howard created a web-enabled animated virtual reality executive due diligence and signoff system for complex factory designs. It connected a specialist model with the people responsible for approval.
The design question was practical: what form would let that audience inspect the work?
The same question can apply to a dashboard, prototype, reporting tool, or new AI-enabled interaction. The appropriate answer depends on what the user needs to understand and do.
Use a prototype to test understanding.
A prototype can reveal whether people recognize the intended distinction. It can expose an interpretation the team did not expect. It can also show which questions the interface makes hard to ask.
Agree what you want to learn before polishing the surface. The result is more useful when the team can explain what the interaction established and what remains open.
Bring product and implementation into the same examination.
A product colleague can explain the user's purpose. A developer can explain the representation's technical consequences. An experienced user can reveal what the current design leaves implicit.
A team workshop or mentoring contribution can connect those perspectives around actual work.
The goal is an interface that makes more useful ability available to the person using it—and a team better able to recognize how that happens.