Question 1

Does LAURA replace teachers?

Accepted Answer

No. LAURA proposes, the teacher decides. The calculator shows how much correction time is freed up on paper, so that existing teachers can use that time where it is really needed: with the children.

Question 2

Where do the numbers in the calculator come from?

Accepted Answer

From your own inputs and from assumptions that are visible and editable out in the open. We do not invent regional statistics or LAURA prices. Every assumption is marked as a hypothesis and can be adjusted.

Question 3

What does a saved full-time equivalent mean?

Accepted Answer

It is the working time freed up on paper, converted into full positions. It is not a job cut, but relieved capacity: the same teachers gain time for support, preparation and relationship work.

Question 4

Is student data involved?

Accepted Answer

This page only processes synthetic inputs in your browser. No personal data and no student images are sent. LAURA itself is privacy-first, with local processing by default.