What Changed
A clearer view of a complex AI environment

What we were aiming at was that a clinician could finish a task without stopping to look for a control. Here is how the shipped product differs from what came before it.

User Research

Understanding the builder's day-to-day workflow

The redesign focused on understanding the builder’s day-to-day workflow through stakeholder discussions, workflow analysis, and a review of the existing product. The research highlighted the need for better visibility into project information, unit statuses, sales data, and recent activity. It also identified opportunities to simplify quotation generation and demand letter handling, improve navigation between core areas, and present dashboard metrics and charts more clearly, helping builders and administrators make informed decisions efficiently.

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How We Work

From product requirements to functional interfaces

1
Product understanding

Review the product structure, requirements, existing screens and relationships between major modules.

2
Interface structure

Organize navigation, dashboard sections, information hierarchy and module-level interactions.

3
Reusable components

Build shared interface elements and consistent layouts for use across the application.

4
Data visualization

Develop visual representations of relationships between platforms, agents, user groups and knowledge sources.

5
Module integration

Connect dashboard views and supporting screens with relevant application data and workflows.

6
Validation and refinement

Review layouts, interactions, loading states and visual consistency to support a usable product experience.

Software & Tools

The Tools Behind the Innovation