A pharmaceutical sales team operated with seven disparate data systems feeding into Monday meetings.
312 hours annually. Six hours every week spent reconciling conflicting numbers before decisions could begin.
The problem
Sales representatives pulled from one system. Finance from another. Marketing from a third. Territory managers from a fourth.
Everyone arrived at Monday meetings with different figures. The first hour wasn’t strategy or decision-making. It was arguments about whose numbers were right.
“My spreadsheet shows X.”
“Mine shows Y.”
“Let me check the other system.”
By the time the data debate concluded, half the meeting was gone. The actual decisions got compressed into whatever time remained.
The solution
We consolidated all data into SNIPER. One platform where everyone sees the same numbers, updated overnight.
Not a new system on top of the existing seven. A replacement for the reconciliation problem.
The results
Within 90 days:
- Eliminated export and reconciliation arguments
- Transformed Monday meetings from debate forums into decision-making sessions
- Improved forecast accuracy by 34%
- Recovered 312 executive hours annually
The principle
The fundamental need was establishing a single authoritative data source rather than adding additional systems.
More dashboards don’t solve data problems. They multiply them.
When everyone looks at the same numbers, the conversation shifts from “whose data is right” to “what should we do about it.”
The question for commercial teams
How many hours does your leadership team spend each week reconciling conflicting numbers from different systems?
That’s not analysis time. That’s waste.
Written by
Wimpie du Toit
CTO & Founder at Herbst Group. Working with pharmaceutical commercial leaders across South Africa, Kenya, and Brazil to transform sales force effectiveness through evidence-based approaches.
Connect on LinkedIn
