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Pharmaceutical / Animal Health

Analytics Platform Build and Customer Deep-Dive for a Pharmaceutical and Animal-Health Company

A full analytics platform (59 tables, 38 views, 800K+ rows) with sell-in/sell-out reconciliation, plus a 3-year revenue deep-dive for a top-3 customer account.

Analytics Platform Build Sell-In/Sell-Out Reconciliation Customer Revenue Deep-Dive

59 tables / 38 views

Platform Scale

800K+ rows

Data Volume

236

Automated Tests

69/69 issues resolved

Audit Record

Across 3 audits

R50.71M gross / R41.09M net

Customer Revenue Analysed

3-year revenue analysis for a top-3 customer account, delivered March 2026

The Challenge

A pharmaceutical and animal-health company needed a full analytics platform covering sell-in/sell-out reconciliation, and a detailed revenue analysis of one of its top customer accounts.

Our Solution

We built a full analytics platform, backed by 236 automated tests and audited three times with all issues resolved, and delivered a 3-year revenue deep-dive with product-mix, discount and risk analysis for a top-3 customer account.

Methodologies Used

Analytics Platform Build

Applied in this engagement.

Sell-In/Sell-Out Reconciliation

Applied in this engagement.

Customer Revenue Deep-Dive

Applied in this engagement.

Facing a Similar Challenge?

This case study represents real transformation work. If you're dealing with pharmaceutical / animal health challenges, let's discuss how we can help.