Zimpra OCR · Handwritten documents

Read what people actually write.

Handwritten challans, receipts and notes, photographed on a phone, in English and regional Indian languages. Read, scored for confidence and checked against the order.

  • Handwriting included
  • English and regional Indian languages
  • A confidence score on every field
Handwritten challan
चालान नं. 4471
वाहन: MH 46 CL 2210
माल: सीमेंट 42 बैग
दिनांक: 12/10/26
प्राप्त
Read · Hindi, handwrittenReading1 to check
Challan no.…4471…98%
Vehicle…MH 46 CL 2210…96%
Goods…Cement, 42 bags…94%
Date…12 Oct 2026…71%
Real conditions

Rotated, shadowed, handwritten. Read anyway.

A document photographed on a phone at the dock or on the road is read as it is, with the signature, stamp and handwriting it found.

  • No template per layout
  • Signatures and stamps detected
  • Mixed languages on one page
Photo POD · reading
A photographed POD, rotated and shadowed, being read by Zimpra. Sensitive details blurred.
Confidence

People check only what needs checking.

Every field carries a confidence score. Clear fields go straight through; unclear ones go to a person, with the photo beside them.

  1. 01
    Read.Every field, with a confidence score.
  2. 02
    Check.Values compared with the order or trip.
  3. 03
    Review.Only low-confidence fields reach a person.
Confidence
Confidence · challan 44711 field to check
Challan no.447198%
VehicleMH 46 CL 221096%
GoodsCement, 42 bags94%
Date12 Oct 202671% · to check
Only the unclear field goes to a person.Review

Questions, answered.

Which languages can it read?

English and regional Indian languages, printed or handwritten, including mixed documents.

Is it only handwriting recognition?

No. The value is using difficult documents in a real workflow: checked against the order and moved to the next step.

What if a field is unclear?

It is flagged with a low confidence score, and a person checks it with the photo beside it.

Does it need a template for each document?

No. Documents are read as they arrive.

Put your paper documents to work.

Tell us which handwritten document your team still retypes. We will show it running on Zimpra OCR.

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