Selected case studies and the outcomes we delivered

Problem01

Claims data was scattered across spreadsheets and exports. Management reports were assembled manually each month, with limited consistency and no drill-down to branch or product level.

Solution

We modelled the core claims dataset, built a structured data pipeline, and developed an interactive dashboard with filters by branch, product, status, period, and adjuster. We added a clean management summary view for leadership.

Outcome

Reporting time dropped from days to minutes. Branch performance and turnaround time became visible in one place, enabling faster operational decisions and clearer board reporting.

Problem02

A finance team was rebuilding the same management report every month: pulling exports, cleaning sheets, calculating metrics, and pasting charts. The process was error-prone and consumed several days each cycle.

Solution

We built an automated pipeline that pulls source data, applies the cleaning and metric rules, and produces a branded report with consistent visuals — delivered to a shared drive and email on a schedule.

Outcome

The monthly reporting cycle was reduced from days to minutes. Reports are now consistent, on-time, and free the finance team to focus on analysis instead of assembly.