Document Collection
Consent-based collection of real and synthetic-safe documents across formats, scripts, devices and capture conditions.
AI Data Collection
OCR & Document AI Data
Turn complex documents into AI-ready training data.
OCRDocument AIIDP
Overview
Turn complex documents into AI-ready training data — handwritten and printed text, forms, receipts, invoices, IDs and multilingual documents.
Turn complex documents into AI-ready training data.
Dhvani.ai collects, transcribes and annotates real-world documents to train OCR, Document AI and Intelligent Document Processing systems. Our multilingual teams handle Indian and global scripts, messy handwriting, low-quality scans and complex layouts — so your models perform on the documents your customers actually upload.
Capabilities
What We Deliver
OCR Transcription
Line, word and character-level transcription of printed and handwritten text by native-script annotators.
Layout & Field Annotation
Bounding boxes, key-value pairs, tables and reading order labeled for structured extraction models.
Document Classification
Labeling documents by type, language and quality to train routing and classification models.
Scope
We Support
Document Types
- Handwritten text
- Printed text
- Forms
- Receipts
- Invoices
- Identity documents
- Business documents
- Multilingual documents
Annotation Services
- Document classification
- OCR annotation
- Key-value extraction
- Table structure labeling
- Reading-order & layout tagging
Use cases
Where it powers AI
OCRDocument AIIntelligent Document ProcessingHandwriting RecognitionKYC & identity verificationAccounts payable automation
Quality & security
Built to be trusted
- Native-script transcribers & reviewers
- Character-level accuracy checks
- PII masking & secure handling
- Consistent field schemas
- Multi-stage QA
Delivery formats
JSONXMLCSVClient Tool
“Dhvani.ai turns real-world paperwork into structured, AI-ready training data.”
How it works
From brief to AI-ready delivery
01Step
Requirement Analysis
We capture your use case, data specification, languages, volumes, timelines and compliance needs.
02Step
Solution Design & Pilot
We design the workflow, write guidelines and deliver a pilot batch for your sign-off.
03Step
Production
Dedicated teams scale delivery with daily progress tracking and a single point of contact.
04Step
Quality Assurance
Multi-layer QA, sampling and reporting against agreed metrics on every delivery.
05Step
Delivery & Support
Secure delivery in your format, plus revisions, iterations and long-term support.
Service FAQ
OCR & Document AI Data — FAQs
Quick answers to common questions about this service.
Still have questions?
Talk to our team directly — we usually reply within a few hours.
Yes. Our native-script teams transcribe and annotate printed and handwritten documents in Indian and international languages.
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Start a Project
Ready to start your ocr & document ai data project?
Share your languages, volumes and timelines — we’ll respond with a scoped plan within one business day.