North India
OCR & Handwriting Recognition across Punjab
Text extraction from scans, photographs and handwriting, including Indian scripts, with confidence reporting. Covering every district and PIN code in Punjab.
- Districts
- 22
- PIN codes
- 527
- Cities mapped
- 22
OCR & Handwriting Recognition in Punjab
Orqent Labs digitises document archives with confidence reporting on every field, so you know which pages need a human and which do not.
Punjab runs on agriculture and agri-machinery, textiles and hosiery, sports goods, light engineering and food processing, agri supply chains and SME manufacturing, where the practical win is workflow automation rather than frontier models. Where ocr & handwriting recognition earns its budget here usually follows directly from that mix.
Integration comes before intelligence. A model that cannot reach your systems of record is a demo with good manners. You own the code, the models where they are open-weight, and the documentation to run it without us.
ਸਤ ਸ੍ਰੀ ਅਕਾਲ , Sat Sri Akaal. We work in Punjabi and English across Punjab.
Punjab coverage
- State / UT
- Punjab
- Region
- North India
- Districts covered
- 22
- PIN codes covered
- 527
- Cities mapped
- 22
- Working languages
- Punjabi, English
What is included
- Pre-processing for skew, noise and poor contrast
- Multi-script recognition including Indian languages
- Table and layout structure preserved, not flattened
- Per-field confidence with a human review queue
- Searchable archive output with the original attached
- Accuracy measured on a sample you verify yourself
Districts of Punjab
Every district has a coverage page listing its PIN codes.
- Amritsar47 PINs
- Barnala9 PINs
- Bathinda19 PINs
- Faridkot9 PINs
- Fatehgarh Sahib8 PINs
- Fazilka1 PINs
- Firozpur26 PINs
- Gurdaspur36 PINs
- Hoshiarpur51 PINs
- Jalandhar66 PINs
- Kapurthala21 PINs
- Ludhiana72 PINs
- Mansa9 PINs
- Moga20 PINs
- Mohali12 PINs
- Muktsar12 PINs
- Nawanshahr27 PINs
- Patiala28 PINs
- Ropar3 PINs
- Rupnagar21 PINs
- Sangrur21 PINs
- Tarn Taran9 PINs
Other capabilities across Punjab
Questions
Do you cover all of Punjab?
Yes, all 22 districts and 527 PIN codes. Delivery is remote-first, so coverage is genuinely statewide rather than limited to the cities we happen to have offices in.
Which Punjab sectors do you work with most?
Across Punjab the economy leans towards agriculture and agri-machinery, textiles and hosiery, sports goods, light engineering, food processing. Agri supply chains and SME manufacturing, where the practical win is workflow automation rather than frontier models.
Does it handle Indian languages?
Yes, Devanagari, Tamil, Telugu, Kannada, Malayalam, Bengali, Gujarati, Punjabi and Odia among others. Accuracy varies by script and scan quality, and we measure it on your material rather than quoting a brochure figure.
How accurate is handwriting recognition?
Highly variable. Neat, consistent handwriting reads well; mixed or cursive is much harder. We run a sample first and tell you honestly whether it is viable.
Can you process our physical archive?
Yes, working with scanning partners for the physical capture and handling the digitisation and structuring end.
OCR & Handwriting Recognition in Punjab
Covering all 22 districts. Tell us what you are trying to change.
Or email bd@dtrasglobal.com · call +91 74118 77878