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Reporting time cut by 70% across 170+ countries

On-trade and off-trade KPI data arrived as Excel workbooks running to many separate views across 170+ markets, so comparing the two halves of the business meant reading across pages. One pipeline now harmonises them into a single view and refreshes it before the working day starts.

70%
faster reporting
170+
markets on one pipeline
60%
growth in global adoption

The workflow

What replaced the manual work

  • Excel files from 170+ markets
  • SAP extracts
  • CSV drops
One pipeline
  • Connect
  • Clean
  • Automate
  • Share

Recorded once, re-run on a schedule.

  • Global dashboards before the day starts
  • One currency and product hierarchy

Outcomes

What changed

  • Reporting cycles fell from two to four days of manual effort to minutes
  • Rule-based logic applies the same currency and product hierarchy standards in every market
  • Commercial teams reach their dashboards without raising an IT ticket
  • Global adoption grew 60% because non-technical users could self-serve

What they used

The parts of Mammoth involved

  • Data Engine
  • Rule-based transforms
  • Scheduled refresh
  • Free viewers

More case studies

Starbucks · 20 days → hours20 days of report assembly, down to hours — across 17 countriesRethinkFirst · 10x50+ hours a month saved, and new analysts productive in under two weeksMUFG · 19KYC standardised across 19 countries, and a week of Excel became 20 minutes

Start with one source and one question.

That's how this deployment began too. Twenty minutes on the free plan is a fair test.

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