Insights

Judgement

What it is

Complete system

What it does

A BI tool on the Frappe framework for building queries, charts and dashboards, with DuckDB support.

Adopt it when

You already run ERPNext or Frappe and want reporting next to it.

Watch out

Needs the Frappe stack and is less capable than standalone BI tools.

Ready for

Usable

Runs as

Self-hosted server and cloud service

Built with

Python, Frappe, Vue and DuckDB

How established

Established: started 4 years ago, latest release v3.15.1.

What the license allows

Use inside your business is unrestricted. If you change it and let customers use it over the internet, you must publish your changes.

Judged on 2026-11-03 from the project's README and GitHub data. The license and age lines are worked out directly.

Built from

Follow it down: Insights → CPython → GCC → LLVM project → runs on a microchip

How compilers were built, back to punched paper tape

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