Turn any document into structured, searchable data.
We build OCR and document-intelligence pipelines that extract structured data from printed, handwritten, and multilingual documents at production scale, with validation and confidence scoring.
What we deliver
Documents hold your most valuable data in the least usable form. We extract, validate, and structure it: multilingual, layout-aware, and accurate enough for production workflows.
- Structured extraction from any document
- Multilingual and handwriting support
- Validation and confidence scoring
- Searchable document archives
OCR & Document Intelligence, end to end
Multilingual OCR
Accurate text extraction across languages, scripts, and document quality, printed and handwritten.
Layout & Table Parsing
Layout-aware extraction that preserves structure across forms, tables, and complex documents.
Document Search
Semantic search across extracted content so any document is findable in seconds.
Validation & Confidence
Field validation, confidence scoring, and human-in-the-loop review for production reliability.
Capabilities that power this solution
See it in production
Custom OCR & Multilingual NLPNawadiraat
Language, Culture & Heritage
The world's-first multilingual literature platform: a poetry/prose library, dictionaries and a custom Urdu-Nastaliq OCR model (urd_naw) contributed to Tesseract, plus a bespoke multilingual spell-checker.
Document AI / OCRHybrid Document Extraction (VLM + OCR)
Fintech & Document Automation
Our own document-extraction technique that fuses an open-source vision-language model, PaddleOCR and classical computer vision to turn messy real-world documents (receipts, invoices, cheques, forms) into clean, structured data, running entirely on open-source models with no third-party API.
Frequently asked questions
Yes. Our pipelines handle printed and handwritten text across multiple languages and scripts, with layout analysis to preserve document structure.
We add validation rules, confidence scoring, and human-in-the-loop review for low-confidence fields, so the structured output is reliable enough for production workflows.
Yes. We build horizontally scalable batch pipelines for bulk ingestion, plus real-time extraction for interactive workflows.
Let's build your AI advantage.
Book a strategy call and walk away with a clear, technical plan, whether you build custom or start from an accelerator.