User Interviews Findings

Define

Data Overload Without Context

What surfaced:

Uncategorised data, no visual hierarchy

Design implication:

Introduced data storytelling elements, such as contextual headings, tooltips, and summary insights, above the charts

Manual Reporting

What surfaced:

Data is being exported manually to Excel

Design implication:

Designed a report builder with exportable templates and visual summaries

Lack of Trust in Data Accuracy

What surfaced:

Unclear calculations, no live data

Design implication:

Added data source indicators, refresh timestamps, and traceable calculation methods