About
Infrastructure first. The prompt came later.
- SOC 2
- Type II, independently audited
- 19
- countries in one deployment
- 1B+
- rows on a single canvas
- 100+
- tested connectors
What we think
Four opinions the product is built on.
These aren't values on a wall. Each one shows up as a design decision you can point at.
The handoffs are the problem
Most reporting stacks aren't slow because any single tool is slow. They're slow because of the gaps between them: the waiting, the lost context, and the ambiguity about who owns a wrong number. We collapsed connect, prepare, automate, govern and share onto one canvas for that reason and no other.
Looking should be free
Charging per person who opens a dashboard makes organisations ration insight, and the people cut first are the ones closest to the work. We charge for building, which is the scarce thing. Viewers are free on every plan and always will be.
Speed is worthless without truth
A fast wrong answer costs more than a slow right one. Anything can draw a chart from a prompt now; the useful version produces a pipeline you can inspect, re-run and defend six months later.
Business teams shouldn't need a ticket
The person who has the question is usually the best placed to ask it well. Tools that require an intermediary add delay, and they lose the nuance that made the question worth asking.
How we got here
Four things, in order.
- First
It started as data prep
Started as a data preparation product for business teams who were doing serious work in spreadsheets and hitting the ceiling.
- Then
It had to run itself
Connectors, scheduled automation, governance and row-level security, driven by customers running reporting the business depended on.
- Then
It had to survive an audit
Deployments across regulated industries and multiple markets, including one standardised operating model across 19 countries.
- Now
The prompt as the interface
The prompt as the interface — and what it produces is still a pipeline, recorded and re-runnable. That was always the point.
Company
Small team, long horizon.
We're a London-based team building infrastructure that other companies' reporting depends on. That shapes how we work: slowly on foundations, quickly on the surface.
Questions about the company, partnerships or press? The quickest route is booking time with us directly.
hello@mammoth.io →Try the thing itself.
The fastest way to understand what we've spent nine years building is to point it at your own data.
- 21-day Pro trial
- No credit card
- Viewers always free
Try the thing itself.
The fastest way to understand what we've built is to point it at your own data.
- 21-day Pro trial
- No credit card
- Viewers always free