IngoShift documentation

IngoShift is a reproducible, source-traceable regional intelligence platform for the Ingolstadt region (Region 10), built as a public portfolio project by Velat Isik.

Start with the charter for the what and why, the source catalogue for what data is actually usable (with verification evidence), and the definition of done for the honest current status.

Engineering decisions live in the ADRs; progress is logged in the build log; every phase ends with a four-part review (engineering, data, business, honesty) under Phase reviews.

A generated sample of the static dashboard is included in this site: open the demo dashboard. Use the global text search, the tender NUTS filter, and the company/tender detail sections to inspect the data and its source context. The EN/DE switch changes the full interface; German labels and source-display text use correct umlauts.

The project also has one verified official live path:

ingoshift run-all --live --source ted --workdir data/live-ted

That command queries current Region-10 notices from the TED Search API, stores the raw response, runs the quality gate, and rebuilds the marts. See Deployment for local and GitHub Pages instructions.