Auto-report
Methods, plots and conclusions, on brand.
A publishable report assembles itself — test-to-report collapses from days to minutes.
What this method tells you
Auto-report is one of the analytical methods Niobia AI surfaces inside the testing methods branch. The short readout is: A publishable report assembles itself — test-to-report collapses from days to minutes.
Where it fits in Niobia
Niobia keeps this method connected to the surrounding workflow, so teams can move from reports & specs into adjacent methods without reformatting data or rebuilding the context from scratch.
Method-specific output, not just a screenshot
Niobia packages auto-report alongside the rest of the testing methods stack, so the result stays connected to the raw inputs, the upstream context, and the next method the team needs to run.
Frequently asked
What does Auto-report help a team understand?
Auto-report sits inside Niobia AI's testing methods workflows and helps teams turn raw process, materials, or quality signals into a defensible engineering readout.
When should engineers use Auto-report?
Use Auto-report when the question is better answered by that specific method than by a generic summary: it provides the method-specific signal, tradeoffs, and context the broader workflow depends on.
What should I read alongside Auto-report?
The closest companion methods are Spec compliance. Reading them together makes it easier to see how Niobia AI moves from one analytical method to the next.