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Life SciencesData & Analytics

MedCore Analytics

Enterprise Analytics Dashboard

94% stakeholder adoption within 2 weeks

Industry

Life Sciences

Services

Data & Analytics

Timeline

4–6 months

Primary KPI

Stakeholder Adoption

Outcome

94%

The Challenge

What they faced.

MedCore's clinical, supply chain, and regulatory teams each maintained their own spreadsheets with siloed data. Monthly reporting required two full-time analysts spending three weeks manually consolidating data from six sources. Decisions were made on outdated information, and the board had limited visibility into operational metrics between quarterly reports.

Revenue leakageWasted team hoursManual processes
Key Pain Points

MedCore's clinical, supply chain, and regulatory teams each maintained their own spreadsheets with siloed data.

Monthly reporting required two full-time analysts spending three weeks manually consolidating data from six sources.

Decisions were made on outdated information, and the board had limited visibility into operational metrics between quarterly reports.

What We Built

Enterprise analytics dashboard.

We built a real-time enterprise analytics dashboard on a modern data stack — Superset for visualisation, dbt for data transformation, and a cloud data warehouse as the single source of truth. We connected 14 data sources including CTMS, ERP, and EDC systems. The dashboard was designed with role-based views so each department sees relevant metrics with consistent underlying data.

Dashboard Adoption

94%

Stakeholder adoption within 2 weeks

Results Dashboard

The numbers.

94%

Stakeholder Adoption

3wk → 0

Reporting Time

14

Data Sources Connected

3 months

ROI Payback

Performance Visualisation

Stakeholder Adoption

Reporting Time

Data Sources Connected

ROI Payback

We went from 'the numbers are somewhere in the spreadsheet' to real-time visibility for every decision-maker in the organisation. The time savings alone paid for the project in three months.

Dr. Aisha Patel

Chief Data Officer, MedCore Analytics

Technology Stack

Tools we used.

Related Solutions

Services that made this possible.

We picked and adapted each solution to match MedCore Analytics's specific challenges and industry.

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MedCore Analytics — ZON Case Study | ZON