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OCR & Document AI

We build high-accuracy OCR and document AI systems that go beyond off-the-shelf solutions. Our handwritten Cyrillic recognition system achieves 92% accuracy, industry-leading for this script. From document digitization to automated data extraction, we handle the hard problems commercial tools cannot solve.

Frequently asked questions

What OCR accuracy can IgniteX achieve for Cyrillic?

IgniteX achieves 92% accuracy on handwritten Cyrillic OCR — industry-leading for this script. Commercial off-the-shelf tools typically fail on handwritten non-Latin documents, which is why we build custom models.

What types of documents can IgniteX process with OCR?

IgniteX processes handwritten documents, invoices, receipts, legacy paper records, ID documents, and multilingual forms. Our document AI goes beyond basic text extraction to include classification, routing, and structured data extraction.

When should you use custom OCR instead of commercial tools?

Use custom OCR when commercial tools fail on your script, handwriting quality, or document layout. IgniteX builds custom models when Tesseract and cloud APIs cannot meet accuracy requirements for production workflows.

What we build

Technologies

Custom ML modelsTesseractOpenCVPythonPyTorchDocument layout analysisFastAPI

Related work

Industries we serve

GovernmentHealthcareFinanceLegal

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