
Our articles on document automation

Why Do OCR & Machine Translation Fail Without AI?
Japanese combines three writing systems on one page and should be a hard case for OCR. Benchmark research found the opposite: Japanese accuracy exceeds Latin script. Arabic and Hebrew are where things genuinely go wrong, for specific, documented reasons. Here is what real research shows about why scripts fail differently, and what actually stops the errors before translation compounds them.

10 Best Open Source OCR Tools in 2026
The open source OCR ranking inverted in the past eighteen months. A 0.9-billion-parameter model now reads documents more accurately than a 235-billion-parameter one. PaddleOCR-VL scores 96.34% on OmniDocBench v1.6; Qwen3-VL-235B scores 89.78%. Here are the 10 best open source OCR engines in 2026 and how to pick between them.

Top 10 Document Fraud Detection Software in 2026
Every accuracy figure in this market is self-reported and none has ever been independently verified. Meanwhile forgery services sell documents built specifically to defeat named detection vendors, openly, on the indexed web. Here is our comparison of the 10 best document fraud detection software platforms and the five weaknesses that separate them.
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Tesseract OCR: is it still the best open-source OCR in 2026?
Among the many solutions available on the market, Tesseract is often cited as one of the best open-source OCR tools. But is it still the best solution in 2026? We analyse its performance, strengths, limitations, and open-source OCR alternatives.
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Top Handwriting OCR Tools for Precise Text Extraction
Recognizing handwriting remains one of the biggest challenges for OCR technologies. Between style variations, scanned documents of varying quality and demanding business contexts (health, HR, logistics...), not all solutions are the same. In this article, we compared the best OCRs capable of automatically reading and structuring handwritten documents in 2025, with a clear objective: reliability, time savings and integration into your business tools.

ETL Pipeline: How It Works, Why It Matters, and Modern Use Cases
ETL solutions play a central role in simplifying the management, cleaning, enrichment, and consolidation of data from a variety of sources. In this blog post, we will clearly explain what ETL is, its process, what benefits it brings to organizations, concrete examples of use, as well as an overview of some popular ETL tools with their respective advantages. ETL pipelines help companies turn scattered raw data into reliable, usable information. This guide breaks down how they work, where they shine, and how modern tools enhance them.

Talend vs Fivetran: A Complete Comparison of Data Integration Solutions
Choosing the right data integration tool is crucial to ensure performance, reliability, and scalability. Talend and Fivetran, two leaders in the sector, offer radically different approaches. This comparison helps you objectively assess their strengths and limitations in order to make an informed choice in 2026.
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How to extract invoices and PO data from Sage Business Accounting?
You have two options: use Sage’s native AutoEntry tool, or connect an external OCR through an automation platform like Make. This guide walks you through extracting invoice line items, supplier-specific details, and advanced industry fields.

What Is Named Entity Recognition (NER)? Key Concepts and Approaches
Named Entity Recognition (NER) makes it possible to automatically identify key information in a text, such as names, dates, or amounts. Learn how it works and why it has become indispensable in document automation projects.

What are the best alternatives to ABBYY FineReader in 2026?
ABBYY FineReader is a leader in converting and managing PDF documents. However, in 2026, new OCR alternatives stand out, offering solutions adapted to specific needs, whether for small businesses or large organizations. In this article, we present the best alternatives to Abbyy FineReader.

OCR.space Full Test: Is This Free OCR Tool Really Worth It?
OCR.space is distinguished by its ease of access and its widely used free version. But can it really meet professional needs? Performance, precision, limitations: we analyzed the tool to measure its relevance according to your use cases.

AI Data Matching: Unify Your Information for Better Decisions
How do you know if two recordings are about the same customer, supplier, or product? In this article, discover how data matching works, key techniques, market tools, and many concrete use cases to get the most out of your data.
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Document Splitting: The Best AI Methods in 2026
Many PDF files include several separate documents that need to be able to be processed separately. This article presents the best methods in 2026 to separate your documents, with a focus on AI-based approaches.

Koncile x Make, Zapier and n8n: Integrate OCR extraction into your tools
We are taking a key step in document automation. Koncile is now compatible with Make, Zapier, and N8n, three of the most powerful automation platforms on the market. This integration paves the way for smooth workflows, without a line of code, to connect Koncile to all your daily tools.

Bank Statement Analysis: How to Ensure Data Accuracy and Gain Better Financial Insights
Each bank statement contains a wealth of valuable information on the financial health of a company: receipts, disbursements, payment habits, seasonal flows, possible anomalies... However, this data too often remains unexploited, due to a lack of time or appropriate tools. This article shows you how to turn this task into a strategic asset for your financial management.

Digital vehicle registration: the end of paper and manual entry is approaching
The digital revolution is reshaping administrative processes across the board. After taxes, driving licenses and insurance, it is now the turn of the vehicle registration certificate to go fully digital. Starting in 2025, the paper format will be phased out in favor of a completely dematerialized version. This technological shift promises to simplify life for users while also transforming how automotive professionals operate. Here is what you need to know about this transition and why tools like Koncile are becoming essential.

How do I convert a PDF to JSON?
With the Koncile API and its Swagger interface, you can transform any PDF file into a structured JSON file, ready to be used in accounting software, CRM, or ERP. Here is a step-by-step guide to doing this conversion simply, without having to code.

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