Resources

Tool recommendations and practical writing for teams building their first data stack.

Tool reviews & recommendations

Tools we've used in the wild. Click any row for details.

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1–5 of 10

Articles & guides

Practical writing on data infrastructure, analytics, and building with data as a small team.

Best practices

What is AI-ready data? A practical guide for startup teams

Before AI tools can query your data intelligently, your data needs to be structured, documented, and centralized. Here's what that means — and how to get there without a six-month project.

8 minMar 2025

How to

The AI-ready data checklist: 7 things to fix before you turn on AI tools

A practical checklist for startup teams. Work through these seven items and your data will be ready for any AI analytics tool.

7 minMar 2025

Best practices

Why self-serve analytics is the foundation of AI-ready data

The same clean models, consistent naming, and documented metrics that enable self-serve BI are what make AI analytics work. You only need to build it once.

6 minMar 2025