Hello, world

This is the first post on the new Mammoth blog. We’ll use it to publish the kind of writing we wish more data tools would put out — practical, specific, opinionated where it counts.

What you’ll find here

A few categories we plan to write on:

• Tools & Comparisons — honest takes on what’s out there, including where competitors do something better.
• Data Cleaning — recipes for the messy stuff. Bulk replace, AI extraction, spelling normalization.
• Pipelines & ETL — patterns we see in production. What works, what doesn’t, what to avoid.
• Reporting & Dashboards — getting from raw data to a dashboard a CFO will actually trust.
• Workflow Automation — schedules, approval gates, the boring-but-important stuff.

Our editorial bias

We try to write the comparison or guide we’d want to read if we were evaluating. That means: real numbers, concrete examples, named alternatives, and the cases where Mammoth is not the right tool.

If you have a topic you want us to cover, team@mammoth.io — we read every email.