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Document AI · AI accelerator

OCR / ICR Engine

Print and handwriting recognition across any document type, feeding the downstream extraction stack.

Book a walkthrough →All 117 accelerators
99%+
Print accuracy
92–96%
Handwriting accuracy
−75%
Manual re-keying
3–5 months
Payback period
Oc
OCR / ICR Engine
DOC · No. 64 of 117
What it does

OCR / ICR Engine in production

  • Recognises printed text across Latin, Arabic and Indic scripts
  • Transcribes cursive handwriting with ICR models
  • Deskews, denoises and binarises poor scans
  • Outputs words with bounding boxes and confidence
  • Serves OCR text to downstream extractors
  • Reads MRZ, barcodes and cheque code lines

45-second film: the OCR / ICR Engine tile, an animated mockup and the KPI impact.

How it ships

Live in 6–9 weeks, inside your perimeter

Deployment options
On-premise (air-gapped)Private cloudManaged cloudHybrid
Integrates with
Microsoft SharePointOpenTextBoxAmazon S3Apache KafkaUiPath
Technology stack
Tesseract 5 · PaddleOCRTrOCR · CRNN (ICR)CRAFT text detectionOpenCV pre-processingTriton Inference Server
Compliance & security
GDPRDPDPISO 27001SOC 2 Type IIHIPAA-eligiblePCI DSS
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See OCR / ICR Engine running inside your environment

A 20-minute technical walkthrough, no slides. Ships in 6–9 weeks.

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