Everything in one system
Every feature, built Bangla-first
Recognition, form intelligence, workflow and deployment — designed around the documents Bangladesh actually produces.
Recognition engines
🖨️
Printed Bangla OCR
~99% accuracy on books, certificates, notices and printed forms — GPU-accelerated, seconds per page.
🅰️
English & mixed documents
English OCR at the same grade, and mixed Bangla-English pages — the norm in official paperwork — in a single pass.
✍️
Handwriting recognition (ICR)
Proprietary AI trained on real Bangla handwriting: ~88% character accuracy on names, amounts, dates and form entries.
🔢
Bangla numerals preserved
০১২৩৪৫৬৭৮৯ stays Bangla in the output — dates, amounts and account numbers are never silently converted.
Form intelligence
📋
Structured field extraction
Filled forms become field→value data: names, numbers, amounts, dates, checkbox selections — JSON/Excel-ready.
🔍
Multi-pass zoom reading
Every page is read at full view plus zoomed sections, so small handwriting is seen at high resolution.
🧮
Automatic validation
Amount digits vs amount-in-words cross-check, date plausibility testing, and vocabulary matching for districts, occupations and purposes.
🚩
Confidence flags & one-click fixes
Uncertain fields are visibly flagged with alternative readings one click away — verify the minority, not the whole document.
Files & workflow
📄
All common formats
JPG, PNG, TIFF, WebP, BMP and multi-page PDF. Phone photos supported; page previews shown beside results.
⚡
Fast processing
Printed pages in seconds; handwriting and forms in under 60 seconds per page, with live progress feedback.
📤
Exports
Editable text, .txt download, structured JSON — and REST API access on Business & Enterprise plans.
📈
Improving continuously
Verified corrections feed periodic model updates, so accuracy keeps rising on the document types you actually process.
Deployment & privacy
🔒
100% on-premise option
The full system — AI models included — runs on your servers. No cloud, no external APIs, air-gap capable.
🐳
Docker-based install
One command brings up the whole stack on a Linux GPU machine. Versioned updates you apply on your schedule.
🏦
Built for institutions
Confidence audit trails, maker-checker friendly workflow, and integration support for core banking / ERP systems.
🎓
Custom model tuning
Enterprise deployments can include a model pass fine-tuned on your (consented) documents — your accuracy edge stays yours.
Ready to digitize your Bangla documents?
Try it on your own documents, or talk to us about on-premise deployment for your organization.