Educational Content Digitization

AI-Powered Manuscript Digitization & Academic Translation for Indian Education

Preserve ancient manuscripts and translate academic content with 89% accuracy on 200-year-old documents. Support NEP 2020 mother-tongue education goals across 22 Indian languages.

89% Accuracy on Historical Manuscripts
15+ Ancient Scripts
NEP 2020 Aligned

Digitizing the Academic Heritage of India

From ancient manuscripts to handwritten modern assignments, Lekhak helps educational institutions, libraries, and ed-tech companies bridge the gap between physical archives and digital accessibility.

Why Lekhak for University Archive Digitization & Academic Translation?

Education is no longer bound by language or physical format. Lekhak's Foundational Education AI is designed to preserve historic knowledge while making modern education more inclusive. We specialize in the difficult intersection of scholarly text, complex diagrams, and regional scripts.

Transformative Educational Content Use Cases

Library & Archive Digitization

India's libraries hold millions of scans of books and historical manuscripts that remain unsearchable.

The Challenge:

Fragile paper, ink-bleed, and rare historical scripts like Modi, Sharada, or Old Tamil.

The Solution:

Lekhak's AI uses image-reconstruction and script-specific models to turn non-searchable scans into high-accuracy digital text (OCR), making history searchable and preservable.

Localizing Academic Research & Courseware

Scaling high-quality educational content to students in their mother tongue is a national priority.

The Challenge:

Maintaining scientific and technical accuracy when translating from English to Hindi, Bengali, or Malayalam.

The Solution:

Our academic translation engine understands technical terminologies (STEM), ensuring that a Physics or Medicine textbook remains accurate and understandable after translation.

Scaling Student Evaluation (Handwritten Assignments)

Processing handwritten student submissions for Learning Management Systems (LMS) is a massive manual task.

The Solution:

Automatically digitize handwritten essays and exams, allowing teachers to use AI-assisted grading and providing students with digital versions of their progress.

Education Foundation AI & NEP 2020 Alignment

Our foundation technology is enabling new ways to teach and learn:

Adaptive Learning Material Generator

Automatically creating multilingual study guides and summaries from handwritten lecture notes or research papers.

Historic Script OCR Research

We are actively training models on rare and endangered scripts to assist researchers in uncovering lost academic heritage.

Voice-Enabled Multilingual Classrooms

Turning translated academic text into high-quality, regional-language audio for visually impaired students or auditory learners.

Scalability, Accessibility & Mother-Tongue Education

Bulk Processing

Digitized 100,000+ pages of archives for state universities in record time.

Format Flexibility

Outputs optimized for e-readers, Screen Readers (for accessibility), and standard Word format.

Inclusive Reach

Direct support for NEP 2020 goals by enabling mother-tongue education at scale.

Frequently Asked Questions

Can Lekhak handle ancient Indian scripts like Sanskrit, Modi, or Tamil Brahmi?

Yes. Lekhak supports 15+ historical scripts including Modi, Sharada, Old Tamil, Sanskrit (Devanagari), Tamil Brahmi, and Grantha. We achieve 89% accuracy on 200-year-old manuscripts where standard OCR systems fail completely (34% accuracy). Our AI uses image-restoration techniques to digitize faded or damaged manuscripts. Example: We successfully digitized an 1823 Sanskrit medical text where ink had faded to near-invisibility.

Can you handle technical diagrams and formulas?

Lekhak focuses on the transcription and translation of text. While we preserve the layout for diagrams, our core strength is ensuring the accompanying descriptions and formulas are transcribed accurately. For STEM subjects, we maintain 92%+ accuracy on technical terminology including Physics equations, Chemistry formulas, and Mathematical notations.

Can Lekhak integrate with our Learning Management System (LMS)?

Yes. Lekhak offers API integration with popular LMS platforms including Moodle, Canvas, Google Classroom, and Microsoft Teams. We provide REST API access for custom integrations, allowing you to directly upload digitized assignments, lecture notes, and student submissions into your existing educational workflows.

How does Lekhak support NEP 2020's mother-tongue education goals?

Lekhak directly enables NEP 2020's vision of multilingual education by:

  • Academic content translation across 22 Indian languages with subject-specific accuracy
  • Regional language manuscript preservation making historical knowledge accessible
  • Handwritten assignment digitization in any Indian language for automated grading
  • Voice-enabled learning by converting translated text to regional-language audio

Our technology helps scale quality education in students' mother tongues without compromising academic rigor.

Is there a discount for non-profit educational institutions?

Yes, we partner with universities, state libraries, and NGOs for large-scale digitization projects. We offer special educational pricing:

  • University Archives: Custom bulk pricing for 10,000+ pages
  • Research Projects: Academic research grants and partnerships available
  • NGO/Non-Profit: 20-30% discount on standard rates

Contact our education team for a custom quote based on your project scope.

"

Lekhak has been instrumental in our mission to digitize state library archives. Its ability to process regional scripts with historic nuances is unparalleled in the market.

— Director, State Digital Library Initiative

Power the Future of Accessible Education

Partner with Lekhak to preserve academic heritage and enable mother-tongue education at scale.