Case Study
Sales data restructuring.
A multi-million pound charitable enterprise had sales data trapped in 43,000 spreadsheet formulas. quickler rebuilt it into reporting people could actually use.
The problem
Reporting nobody trusted
Sales data was trapped in 43,000 formulas across multiple spreadsheets, to the point that most staff stopped using the reporting because it was too hard to interpret reliably.
The fix
Rebuilt from the data up
- 1
New data structure
quickler rebuilt the underlying data structure so the numbers held together.
- 2
Calculations in Looker Studio
Calculations moved into Looker Studio so non-technical staff could filter and understand performance quickly.
The result
Two hours back every week
Roughly two hours saved every week, around 14 days a year, and a reporting setup people could actually use instead of avoid. Built in 20 hours.
Your team
Need faster reporting?
Get in touch if your team has a repeated reporting pattern that still depends on manual rewrite work.
Multi-million pound charitable enterprise
Date: Dec 2025. Build time: 20 hours. Saves: 14 days/year.
Sales data was trapped in 43,000 formulas across multiple spreadsheets, to the point that most staff stopped using the reporting because it was too hard to interpret reliably.
quickler rebuilt the underlying data structure and moved calculations into Looker Studio so non-technical staff could filter and understand performance quickly.
The result was roughly two hours saved every week and a reporting setup people could actually use instead of avoid.
Need faster reporting?
Get in touch if your team has a repeated reporting pattern that still depends on manual rewrite work.