Market · Text reconstruction

In development

Handwriting on ordinary paper, turned into digital text.

We're building reconstruction of written text directly from the pen's IMU motion, no dot-pattern paper, no tablet, no special notebook. The page you already use becomes searchable text.

The idea

Reconstructed from motion, not photographed.

Because the signal comes from the pen, the path of every stroke is rebuilt from how the hand moved, then resolved into text. That's a different approach from camera OCR, and it's why it works on any paper.

Motion → text
namaste
"namaste"

Key benefits

Paper in, searchable text out.

Any paper

No special surface

No dot-pattern paper, no tablet, no app-bound notebook. The page you already use is enough.

Motion

Rebuilt, not photographed

The stroke path is reconstructed from how the hand moved, a different approach from camera OCR.

Searchable

Editable digital text

Handwritten pages become text you can search, copy and keep, across five Indic scripts.

Common use cases

Where it could fit

  • Field notes & forms captured on paper, digitised without scanners.
  • Student notebooks kept by hand, searchable later.
  • Multilingual capture across Indic scripts in one workflow.
  • Record archiving, handwritten records turned into editable text.

One example

A field worker’s paper form

A health worker fills out a paper form with the pen in a village with no connectivity, nothing changes about how they normally work.

Later, the captured motion is reconstructed into digital text and synced. No photographing every page, no re-typing at a desk that evening.

Write on paperCapture motionReconstruct pathSearchable text

How it works

Stroke motion in, text out.

01, Capture

Stroke motion

Dual IMUs record the path of every stroke as you write on plain paper.

02, Reconstruct

Rebuild the path

The signal pipeline reconstructs the written trace, paired with page scanning where available.

03, Recognise

Across scripts

Recognised into digital text, modelled across five Indic scripts.

In development. Reconstruction quality and supported scripts are being built and tested. We'll share milestones with pre-order holders and pilot partners first.

Digitising paper at scale?

Register interest and we'll bring you into early pilots as reconstruction matures.