Turning district crop data into decisions
A data-dense analytics interface made legible for agriculture officers with no analytics background.
- -74%
- Time to insight
- 89%
- Officer adoption
- 61
- Districts covered

The problem
Agri Insight collected crop yield data from 61 districts but presented it in dense spreadsheets. Field officers could not answer basic questions like which districts were trending toward a shortage.
Technical execution
- 01Interviewed 19 district agriculture officers to understand decision moments
- 02Designed a layered dashboard from district overview to plot-level detail
- 03Introduced plain-language insight cards alongside every chart
- 04Built a colour-blind-safe palette and tested with WCAG contrast tooling
Client impact
-74%
Time to insight
89%
Officer adoption
61
Districts covered
Delivered on schedule with full repository and infrastructure handover to the client's internal engineering team.