
Auto Layout arranges the corrected documents on the sheet by real millimetres and never scales a document to fit. Position changes; size does not.
Measurements has not delivered a corrected document to the layout bench yet. Nothing is placed here and no Auto Layout run has been completed.
Reorder, rotate, add and delete placed documents without changing a single millimetre.
No corrected document has arrived
Measure a document in Measurements and it will join this sheet set at its true size.
Auto Layout never scales a document to fit the sheet — a blocked change is stated in millimetres and stays held until you confirm it.
SHEET SET EMPTYDirect print keeps every document at its measured true size.
1 COPY · A4 · PORTRAITThe canonical document_types record, read-only. Confirm here that every document placed on the sheet carries the correct true size before you print.
Auto Layout never scales a document to fit the sheet. If a document does not fit at its true size, the bench says so rather than shrinking it.

Recognition runs locally. Images never leave this machine.
Every document passes through the same measured sequence, from the scanner or phone image to the printed sheet or exported file.
DOCUMENT TYPES · TRUE MEASUREMENTS
Every recognised type carries a stored physical size in the measurements database. Recognition proposes the type; the measurement database fixes the millimetres, and the layout never scales a document to fit the sheet.
Recognition reads several signals — shape, aspect ratio, edges, image properties, OCR when it is needed, and a local CV model. All of it runs locally and offline. New document types can be added without rebuilding the program.
The program is offline-first. Recognition, measurement and layout happen locally, and the sheet never rescales a document to make it fit.
Document and boundary detection, perspective correction, cropping, measurement determination, image processing, Auto Layout and print preparation all run on this machine.
Recognition and core processing run locally without an internet connection, so the bench works in an office with no network.
Document images are never sent to external servers; nothing leaves the workstation.
Any AI or computer-vision model used is a local model. No cloud dependency is a condition for the program to work.
Documents are never shrunk or enlarged to fit the sheet; Auto Layout may never silently scale a document.
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