Health Technology50+ hours a month saved, and new analysts productive in under two weeks
RethinkFirst needed one view of how customers engage — logins, page views, videos watched, training sessions, texts, emails — across 2,000 customers. IT was building infrastructure and had nothing left for reporting, so the business tried it in Excel, which ran out of room long before the question was answered.
- 10x
- return on investment
- 94%
- cost reduction in data operations
- 50+ hrs
- saved every month
The workflow
What replaced the manual work
- Legacy workflows scattered across platforms
One pipeline
- Connect
- Clean
- Automate
- Share
Recorded once, re-run on a schedule.
- Analysts troubleshooting without an engineer
- End-to-end view of every data relationship
Outcomes
What changed
- 86% reduction in manual work, over 50 hours saved per month across the team
- 94% cost reduction in data operations infrastructure and maintenance
- 10x ROI, ten times the platform's cost in measurable value
- 70% reduction in troubleshooting time, with issues resolved without engineering
- New analysts onboarded in under two weeks, contributing independently from day one
What they used
The parts of Mammoth involved
- Data Engine
- No-code transforms
- Checkpoints
- Activity log
“What stood out was how easy it was to understand and build on top of existing pipelines. Even non-technical users could dive in and start contributing with minimal support.”
Start with one source and one question.
That's how this deployment began too. Twenty minutes on the free plan is a fair test.
- 21-day Pro trial
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