---
type: "Service"
title: "Document Processing & OCR"
description: "Intelligent document processing with validation"
resource: "https://www.contextstudios.ai/services/document-processing"
language: "en"
generated:
  by: "process:contextstudios-md/1"
  at: "2026-10-08T23:12:32.132Z"
status: "stable"
---

# Document Processing & OCR

Automatic extraction and validation of document data, with confidence scores and human review of uncertain cases.

Manual document processing is time-consuming and error-prone. We develop AI-powered solutions for automatic extraction, classification, and processing of documents – from invoices through contracts to forms. Using open document tooling such as Docling and PaddleOCR together with current vision language models from Anthropic, OpenAI, and Google, we extract structured data from unstructured documents. Our solutions include confidence scoring, human-in-the-loop review for edge cases, and comprehensive validation pipelines. Built with GDPR compliance, encryption at rest and in transit, and full audit logging.

## Perfect For



Perfect for companies that process large volumes of documents – accounting, HR departments, insurance, legal departments. Ideal for Operations Managers who want to eliminate manual data entry while maintaining compliance and data security.

## Benefits



- Extraction with open document tooling (Docling, PaddleOCR) and current vision language models

- Confidence scoring with human-in-the-loop review for low-confidence extractions

- GDPR-compliant processing with encryption, audit logs & data residency options

- Continuous improvement via feedback loops and model retraining

## How we work on it

- Setup — 1–2 weeks · fixed price after scoping: We set up one clearly bounded system and hand it over ready to use.
- Build & Support — after scoping, ongoing · fixed price after scoping; support billed monthly: We build the project out and stay alongside you once it is live.

### Included

- Analysis of your document types, fields and downstream processes
- Extraction with open tools such as Docling and PaddleOCR plus vision-language models
- Classification and validation rules for the extracted data
- Confidence score per field and manual review of uncertain cases
- Transfer of the data to your systems
- Onboarding and documentation
- 30 days of free bug fixing from final delivery

### Not included

- Usage costs of model providers
- Reprocessing your document archive
- Further document types beyond the agreed scope (separately after scoping)
- Ongoing support after the 30 days of bug fixing – available as Build & Support

### How it runs

- **W1 — Analysis**: We review sample documents, define fields, validation rules and target systems and build a test set.
- **W1-2 — Implementation**: Implement extraction, classification and confidence scoring and check them against the test set.
- **W2 — Review process & handover**: Set up manual review of uncertain cases, connect your systems, onboarding and documentation.
- **Build — Expansion**: Optional: further document types, languages and integrations, scope after scoping.