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17,000 hours a year saved on client report generation

Analysts built high volumes of strictly templated client reports almost entirely by hand, and the formatting errors that crept in cost trust. Reusable workflows now produce them identically every time.

17,000
hours saved a year
100%
formatting consistency
75%
faster insight delivery

The workflow

What replaced the manual work

  • Client engagement data
One pipeline
  • Connect
  • Clean
  • Automate
  • Share

Recorded once, re-run on a schedule.

  • Templated client reports
  • 100% formatting consistency

Outcomes

What changed

  • 17,000 hours of manual work eliminated annually
  • Reusable templates set a new client engagement up in minutes rather than days
  • 100% formatting consistency, so no manual formatting and no client callbacks
  • Non-technical analysts manage and update pipelines directly

What they used

The parts of Mammoth involved

  • Workflow templates
  • Data Engine
  • Automated validation
  • Scheduled refresh

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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