India-Based Data Entry Outsourcing Support Serving USA, Canada, UK, Australia, Europe, New Zealand, Singapore, UAE
Image to Text Conversion Services

Image to Text Conversion Services for Accurate Editable Text from Any Visual Source

Shri Data Entry Services provides expert image to text conversion outsourcing for businesses, publishers, legal firms and researchers that need text extracted from scanned documents, image PDFs, photographs and handwritten sources into clean, accurate and searchable digital formats. Our professional offshore conversion team in India combines OCR processing with thorough manual correction — delivering text output that is genuinely accurate rather than an unchecked automated extract with 1–5% character errors left in place.

OCR accuracy degrades with document quality, skewed angles, degraded print, multi-column layouts and handwritten annotations. We address every one of these systematically: quality assessment before production, OCR processing with human correction, structure preservation across paragraphs, tables and columns, and explicit flagging of genuinely unclear passages rather than guessing. Source quality is assessed from your actual documents before any volume is committed. Send us 10–20 sample pages and receive a free conversion sample showing exact accuracy and exception handling before production begins.

5000+ Completed Projects
90% Returning Clients
16+ Years Experience
45+ Countries Served
50+ Professionals Team
Services We Offer

Professional image to text conversion with the manual correction that produces reliable accuracy

  • Source image quality assessment
  • OCR engine processing
  • Manual error correction throughout
  • Structure and paragraph preservation
  • Output format preparation
  • Quality review before delivery

The quality gap between raw OCR output and corrected, reliable text is significant and source-dependent. High-quality scans of clearly printed text at adequate resolution achieve good initial OCR accuracy — perhaps 98-99% character-level accuracy, which still means roughly 1-2 errors per 100 characters in a dense text document. Low-quality scans, complex layouts, mixed fonts, handwriting and degraded documents achieve much lower initial accuracy and require proportionally more correction.

We assess your specific source images before quoting to provide a realistic accuracy expectation rather than optimistic averages from ideal conditions. For projects with variable source quality, a pilot conversion on a representative sample confirms what accuracy is achievable for your documents before full production.

Our India-based image to text conversion team provides cost-effective conversion capacity for projects ranging from single documents to large archives — combining appropriate OCR tools with the manual correction effort that makes the difference between raw automated output and reliably accurate text.

Image to Text Conversion Services We Offer

We convert scanned images, photographed documents and image-based files into usable digital text with manual review where OCR alone is not reliable.

01

Scanned document image to editable text

We convert scanned letters, reports, forms, agreements, manuals, notes, certificates, statements and business records from image formats into editable Word, Excel, CSV or plain text output. Image-based documents often contain skewed pages, shadows, stamps, handwritten notes, tables or faded print that reduce OCR accuracy. We review the extracted text against the source image and correct recognition errors so the final output can be searched, edited or imported with less cleanup by your team.

02

Photographed document transcription

We process documents captured by phone or camera where lighting, angle, blur or background can make automatic conversion unreliable. Receipts, field forms, identity documents, service reports, classroom notes, inspection sheets and signed documents can be converted into structured text or spreadsheet fields. When a photo is too blurred or cropped to read confidently, we flag the page rather than filling uncertain values.

03

Image tables and forms to Excel

We convert image-based tables, scanned forms, price sheets, lists, registers, statements and tabular reports into Excel or CSV while preserving rows, columns and field relationships. Table conversion requires more than extracting words; values must remain aligned with the correct headers. We check numeric columns, dates, totals, serial numbers and merged cells so the file can be filtered, analysed or uploaded without rebuilding the structure.

04

OCR cleanup and manual verification

If you already have OCR output, we clean and verify it against the original images. This includes correcting wrong characters, broken words, misplaced line breaks, missing punctuation, incorrect column splits and formatting problems. OCR cleanup is especially useful for large archives, scanned books, old reports and business documents where full manual typing is not required but blind OCR output is not good enough.

05

Multi-format image conversion and output preparation

We work with JPG, PNG, TIFF, scanned PDF and other common image formats and deliver output in Word, Excel, CSV, TXT, XML or database-ready templates. Files can be named, grouped and tagged by document type, page number, client ID, date or reference number. For projects with multiple document types, we create separate output structures so each image is converted into the correct format.

Process, Quality and Security

How we convert images to text with OCR review and manual correction

1. Image quality and output review

We review sample images for resolution, skew, blur, handwriting, tables, stamps and target output format before confirming the process.

2. Field and formatting instructions

We document whether output should preserve layout, extract only fields, retain tables, capture notes or create a clean editable text file.

3. Pilot conversion sample

A small set is converted first so you can check accuracy, formatting, table alignment and exception marking before full production.

4. OCR plus manual correction

Readable printed sections may be OCR-assisted, but the extracted text is reviewed and corrected manually against the source image.

5. Layout and data accuracy check

We check page order, headings, tables, numeric values, line breaks, missing text and unreadable sections before delivery.

6. Final text files and exception list

Completed output is delivered in the agreed format with a separate list of unreadable images, cropped pages or low-quality source files.

📂 Source formats we accept

  • JPEG, PNG, TIFF and BMP image files
  • Image-based PDF documents
  • Screenshots and screen captures
  • Photographed document images
  • Bulk image archive folders

📤 Delivery formats

  • Editable Word and plain text documents
  • Structured CSV and Excel output
  • Searchable PDF with corrected text layer
  • XML structured content
  • Exception log for unclear values

Image to text conversion quality is measured by accuracy against the source image and usability of the final output. We check recognition errors, page order, table alignment and missing text before delivery.

Scanned images and photographed documents may contain confidential business or personal information. Files are handled under NDA and only for the approved conversion project.

We do not pretend poor images are readable. Blurry, cropped, shadowed or damaged source files are identified clearly so your team knows which pages need replacement or manual review.

🖼️ Image Source Scans and photos
🔤 Text Output Editable files
📊 Table Capture Rows aligned
🔎 OCR Review Errors corrected
🔐 Secure Files NDA workflow
⚠️ Unreadable Pages Clearly flagged

Have images containing text that needs to be extracted accurately?

Send us a sample of your source images and describe your target format. We convert a free sample batch so you can review accuracy, correction quality and output structure.

Get a Free Sample Conversion →

Free conversion sample returned within 24 hours.

Why Outsource to SDES?

Why organisations outsource OCR, PDF and document conversion to SDES India

Why outsource to SDES
  • Source quality assessed upfront — realistic accuracy expectations given, not generic promises
  • Manual correction applied to every page — never sampling-based review only
  • Output format tested against your target system before full production
  • Schema validation included in every XML and structured conversion project
  • Large archive conversions tracked by coverage and delivered in batches
  • Exception documentation for pages where source limits achievable accuracy

Automated conversion tools produce output that requires correction. The gap between raw OCR output and reliably accurate, searchable text is significant and source-dependent — it only matters if you account for it. Our process always combines conversion tools with systematic manual review so the output you receive is ready to use rather than ready to correct.

We give clients realistic accuracy expectations based on their actual source files before any project commitment. If your source has characteristics that limit achievable accuracy, we tell you upfront rather than quoting a generic accuracy figure that does not apply to your specific documents.

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Industries We Support

Professional image to text conversion across document-intensive industries

eCommerce

eCommerce

Online retailers and marketplace sellers that need accurate product data, catalog management, marketplace listing support and order management data entry handled consistently at scale without burdening their internal team.

Healthcare

Healthcare

Medical practices, billing companies and healthcare providers that handle patient records, clinical data, insurance information and billing documentation requiring precise entry and confidential handling.

Real Estate

Real Estate

Property firms, real estate agencies and title companies managing listing details, transaction records, deed data and client databases across large and growing portfolios.

Finance

Finance

Accounting firms, finance departments and financial services companies processing invoices, statements, claims, reconciliation records and financial document data at recurring volume.

Legal

Legal

Law firms and legal departments digitising and managing case files, contracts, compliance records, court documents and legal correspondence with appropriate confidentiality controls.

Logistics

Logistics

Freight companies, 3PLs and supply chain teams maintaining accurate shipment records, supplier data, inventory counts and delivery documentation across high-volume operations.

Manufacturing

Manufacturing

Manufacturers needing product specifications, supplier records, quality inspection data and inventory management data entry for production and procurement systems.

Agencies

Agencies

Marketing agencies, digital agencies and business services firms outsourcing data entry, list building, research and campaign data management to a reliable offshore partner.

Client Feedback

What clients say about our image to text work

★★★★★

220 journal articles needed JATS XML conversion for PubMed Central. SDES assessed a sample, ran a pilot and validated before production. PMC submission achieved 97% first-pass acceptance. The three needing revision had missing DOI data in our source — SDES flagged this during production, not after submission.

Kaitlyn M. — Editorial Production Manager Biomedical Publisher, USA
★★★★★

1,200 mixed PDF financial statements needed consistent Excel extraction. SDES identified the source type distribution, gave us different accuracy expectations for each type and delivered with source type indicated. That transparency let us apply the right level of review to each segment.

Henry M. — Finance Systems Manager Accounting Practice, UK
★★★★★

A 40-year archive of legal correspondence — 28,000 scanned pages — had been digitised without metadata. SDES converted and indexed the full collection in six weeks. OCR correction was applied consistently and indexing was accurate throughout, not just on recent documents.

Lily C. — Knowledge Management Director Litigation Firm, Australia
FAQs

Questions clients ask before outsourcing image to text conversion

How accurate is image to text conversion?

Accuracy depends on source quality. We assess your specific images and provide a realistic estimate. We always combine OCR with manual correction — never delivering raw tool output.

Do you apply manual correction after OCR?

Yes. Manual correction after OCR is always part of our process. It is what separates reliable text output from raw character-recognition output.

Can you handle handwritten text in images?

Yes. Handwritten image transcription is supported with careful manual reading. Unclear values are flagged rather than guessed.

Can you preserve document structure in the extracted text?

Yes. Headings, paragraphs, lists and table structures are preserved in the output where required.

Can you extract from large batches?

Yes. Bulk image to text projects are processed in batches with quality consistency throughout.

What output formats are available?

Word, plain text, CSV, Excel, XML, searchable PDF or custom formats. Confirmed before production.

📩 Get a Free Sample Conversion
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