
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.

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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