The handoffs are where it breaks.
Every tool boundary is a ticket that waits and a file that goes stale. Most "stacks" are five products taped together — and the seams between them are exactly where data work falls apart.
Mammoth has no seams. Connect, prepare, automate, govern, share — one container. The data never leaves, so there's nothing to hand off and nothing to break.
Connect and prepare. No export.
Pull in files, databases and apps, then shape them right there: a full library of no-code transforms, raw SQL, and AI suggestions — all working on the live data, on the same canvas.
No copy out to a prep tool, no copy back. The work happens where the data already lives, at billion-row scale.
It keeps itself current.
Schedules, dependencies and auto-sync mean the journey reruns itself. Set it once, and tomorrow's numbers are right before anyone asks — without you touching a thing.
A dashboard that needs a Monday-morning export isn't done. This one just stays fresh.
Trust every number.
Checkpoints, draft mode, role-based access and Row-Level Security aren't bolted on after the fact. They live inside the journey — so what ships is reviewed, scoped, and yours alone.
Governance where the data already is. Not a separate product to integrate.
Then everyone sees it. Free.
Describe the dashboard, pick from 10 themes, share three ways — public link, password-protected, or authenticated. About 15 minutes from data to published. And viewers never cost a cent. AI Dashboards are now generally available.
ROI — Starbucks built reporting on Mammoth and never looked back.
ROI improvement — RethinkFirst turned 30 hours of monthly prep into four.
countries, one platform — MUFG standardized operations across borders.
"The speed of insights is impressive — as is the visualisation."
— Early Dashboards user · a team that also runs Tableau & Power BI