Free tools

Free AI-ready data foundation tools

SEO acquisition calculators and templates that help buyers estimate stack cost, dbt coverage, and freshness exposure before a scoping call.

Resource system

Evidence-ready

Read

Start with the framing, definitions, and implementation constraints.

Apply

Turn the note into a scoped review, a worksheet, or a design decision.

Inspect

Inspect the assumptions, risks, and ownership before a build goes live.

Toolkit

15 free calculators, scorecards, and decision tools

Every tool walks you through inputs one at a time, shows the math behind the result, and ends with a clear next step. Estimates are directional only.

Most used

Each one takes under a minute. Open the toolkit hub for the full set of 15.