
AI application UI development | Healthcare
Client: AI software company | Outcome: React interfaces for geographic allocation, medical history review, and prediction data presentation.
Interfaces for distinct healthcare workflows
Geographic allocation and medical prediction required different interaction patterns, visual controls, and data views. The front end also needed a reusable structure for changing requirements.
- Map allocation by geographic section
- Visualize medicine use over time
- Present demand and supply predictions
- Structure React components for reuse
Users could explore each information type through a view suited to the task and underlying data. Calsoft organized the React foundation around reusable interaction, visualization, and navigation components.
Business Value

Geographic context
Area and section views made personnel allocation easier to examine
Historical clarity
Interactive charts organized medicine consumption across defined periods
Prediction context
Demand and supply outputs appeared alongside relevant historical information
UI adaptability
Reusable React structures supported additional components and changing application requirements

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