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Project overview

Write a clear overview of the project in 2–3 short paragraphs. For example: This project was initiated to provide hospital management and program teams with a single source of truth for patient volumes, bed occupancy, and critical KPIs. The previous process relied on Excel files and manual reporting from different facilities, which was slow and error-prone.

Our team designed and implemented a web-based dashboard that connects to the central database, aggregates data, and displays real-time metrics in a simple, visual format for management and field teams.

Objectives

  • Provide a live view of key indicators (e.g. admissions, discharges, bed occupancy).
  • Replace manual Excel-based reporting with an automated, reliable system.
  • Enable management to compare performance across multiple facilities.
  • Reduce the time spent by staff on preparing weekly and monthly reports.

Solution & approach

We started by mapping the existing data sources, defining KPIs with stakeholders, and cleaning the underlying data. A simple but scalable architecture was chosen, with a secure API layer and a dashboard front-end optimised for both desktop and tablet use.

  • Data model designed around facilities, time periods, and patient events.
  • ETL scripts to clean and aggregate data on a scheduled basis.
  • Interactive dashboard with filters for facility, date range, and department.
  • User roles with different access levels for management vs facility staff.

Key modules / features

Facility-wise KPIs

Daily and monthly KPIs for each facility, with colour-coded thresholds for quick scanning.

Drill-down views

Ability to drill from state overview into district, facility, and specific time periods.

Downloadable reports

One-click export to Excel/PDF for monthly review meetings and presentations.

Role-based access

Different access levels for program managers, M&E teams, and facility staff.

Technology stack

Adjust this section based on actual implementation.

Backend: PHP / Node.js Database: MySQL Frontend: Bootstrap / JS Reporting: Tableau / Custom charts Hosting: AWS / On-prem

Outcomes & impact

Use this to highlight measurable or qualitative results. For example:

60% faster monthly reporting 3–4 hours saved per facility per week Used by 80+ managers & staff
  • Management received consistent, comparable data across all facilities.
  • Field teams could see their own performance and identify areas for improvement.
  • Reporting errors reduced due to automated data pulls instead of manual compilation.

Fixed-scope implementation followed by a small monthly support & maintenance retainer.

We can adapt this solution or build a similar one for your organisation.

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