Core capabilities
- OCR
- Printed and handwritten document scenarios
- Image preprocessing
- Document understanding
- Structured extraction
OCR and document intelligence solutions
ManselVision
ManselVision focuses on OCR, document preprocessing, document understanding, and structured extraction workflows.
What it enables
ManselVision focuses on extracting usable data from printed or handwritten documents, understanding document types, and connecting results to enterprise workflows through validation flows.
In ManselVision, document type, quality, language, and workflow requirements are evaluated per project.
Who it is for
Organizations that need to digitize form, application document, contract, archive, or Turkish document-heavy workflows.
Use cases
- Application form processing
- Archive scanning
- Document classification
- Turkish document-focused data extraction
Problem context
Scanned PDFs, forms, archives, and handwritten documents create manual entry bottlenecks, delays, and audit friction.
The flow is simplified and validated at project start based on existing enterprise systems.
- 01Document intake
- 02Image preprocessing
- 03OCR and classification
- 04Field extraction
- 05Human review
Enterprise scope
- Forms and applications
- Handwritten notes
- Archive documents
- Scanned PDFs
- Field extraction from business documents
- Focus on Turkish documents and real workflows
Quality metrics
- CER / WER measurement
- Field-level accuracy
- Confidence score distribution
- Human review rate
- Processing time per document
FAQ
Frequently asked questions
How is document intelligence different from OCR?
OCR reads text; document intelligence also covers layout, fields, confidence, validation, and workflow.
Is handwriting supported?
Handwriting scenarios are evaluated with representative documents and expected fields.
How is quality measured?
CER/WER, field accuracy, review rate, and processing time are evaluated together.