Jules Ratier
Co-founder at Koncile
Co-founder of Koncile, Jules leads the development of document fraud detection solutions. He focuses on forgery techniques, from edited documents to AI generated fakes. Through his articles, he breaks down fraudsters' methods and the ways to detect them, to help companies better control the documents they receive.
Articles by Jules Ratier
63 articles
5 Best French OCR Solutions to Extract Data from Your Documents
Five French OCR solutions compared on specialization and pricing, with corrected figures where claims have gone stale.
Top Healthcare OCR Tools: HIPAA Compliance and What the Clinical Evidence Shows
Five OCR tools compared on HIPAA and BAA status, and what the real clinical trials show about ambient AI scribes.
In healthcare, an OCR is judged on what it flags, not on what it reads
What an OCR must guarantee on a prescription or a lab request: line-by-line reading, a confidence score per value, referential matching, traceability. And why human review stays the rule.
Best Accounting Software for Sole Proprietors and Freelancers in 2026
QuickBooks, Xero, Wave, and FreshBooks compared on real pricing and the costs that never show up on the pricing page.
Hebrew OCR: what works on real business documents
What OCR vendors really commit to on Hebrew, what the published numbers say, and the Israeli documents that verify themselves.
Why Do OCR & Machine Translation Fail Without AI?
Why scripts fail differently, why OCR errors compound through translation, and what catches them first.
How to Detect a Fake Bank Statement: Our 9 Methods
Nine methods to detect a forged bank statement, generated or edited with AI, drawn from an analysis of 150,000 statements.
Top 10 Document Fraud Detection Software in 2026
Ten document fraud detection platforms compared on detection approach, fraud focus, integration and target profile, from semantic specialists to identity-verification incumbents.
Developers launch MacDoc, an illegal fake passport generator
An investigation into MacDoc, the fake passport generator built by the same engineers behind OnlyFake, the tool already shut down by US authorities.
Document deepfakes: catch the fakes slipping past your checks (2026)
Document deepfakes pass classic checks: how to detect AI-generated fake documents in 2026 with semantic coherence analysis.
MCP OCR: How Koncile Lets AI Agents Extract Documents Natively
Koncile's MCP OCR server connects AI agents to intelligent document extraction. 24 tools, structured data output, 15-minute setup. Try it free or self-host.
OpenCV in Python: Detecting Document Fraud Through Image Analysis
Document fraud detection with OpenCV in Python: real tests and limitations.
Yann LeCun’s Plan to Go Beyond OpenAI
Yann LeCun’s vision for the future of AI, beyond LLMs and AGI.
Fraud detection on documents: weak signals that matter
How weak technical signals reveal document fraud risks.
AI Act: why 2026 will change everything for AI projects
The European AI Act frames AI through risk. Learn what's changing for businesses, sanctions, and decisions to make.
Top Handwriting OCR Tools for Precise Text Extraction
Comparison of the best OCRs that can easily read and structure handwriting automatically.
Bluebeam OCR vs Alternatives: Complete Comparison for PDF Text Recognition
Complete review of Bluebeam OCR’s capabilities, benefits, limits, and top alternatives for professional document management.
Umi OCR: The Free Open-Source OCR Solution Compared
Umi OCR is a free, open-source OCR tool combining accuracy, privacy, and multilingual support.
Foxit OCR: Features, Advantages, and Best Alternatives for PDF Text Recognition
Discover Foxit OCR’s key features, pros and cons, and the best alternatives for accurate PDF text recognition.
A Guide to Automate Controls with an Invoice Verification Software
Automatically detect errors and fraud in supplier invoices. Learn how AI invoice verification software connects to your ERP to match POs and pricing grids, ensure compliance, and cut hidden costs.
Intelligent Document Processing: The Ultimate Guide
Learn how IDP transforms document management with OCR, AI, and ML, benefits, use cases, and differences from traditional OCR.
Best Methods to Extract Data from your Bank Statements
Learn how to extract accurate, structured data from bank statements using OCR and AI.
Vibe Coding: Why We Prefer Windsurf and Cursor Over Lovable and Bolt
We tested Lovable, Bolt, Windsurf, and Cursor for vibe coding. In the end, we recommend Windsurf and Cursor for real web projects, here’s why.
What is Natural Language Processing (NLP)?
Learn how NLP understands and generates language, while OCR converts images and PDFs into usable text. Combined, they speed up information extraction, reduce errors, and improve process quality.
OCR and IDP: the complete glossary of 25 key terms you need to know
Understand the essentials of OCR and document automation: clear definitions, comparisons, and best practices. Enough to speed up your workflows and make your processes more reliable today.
Top 10 AI Agents You Can Deploy in Under a Week in 2026
Discover the 10 best ready-to-use AI agents in 2026. Deploy them in less than a week, boost workflows, and automate processes without coding.
10 Best OCR Tools for Invoices in 2026
We tested 10 OCR tools on real invoices, comparing accuracy on key fields, line items, and complex layouts. Full results, benchmarks, and recommendations for 2026.
Koncile Lite : Affordable OCR Model
Starting today, Koncile Lite offers document extraction at half the price of our Pro model, with faster turnaround times.
Top 10 Document Capture & Data Extraction tools in 2026 (with comparisons)
Discover the top 10 Document Capture & Data Extraction tools in 2026: use cases, pricing, and API integrations to streamline workflows.
Everything You Need to Know About Human-in-the-Loop (HITL)
Want AI that’s faster, smarter, and reliable? Human-in-the-Loop turns raw algorithms into real-world solutions. Read to understand how it works.
What Is OCR? The Ultimate Guide 2026
We simply explain to you the essentials of OCR, its concrete uses and its advantages.
Deep Learning vs Machine Learning: What are the differences?
Machine Learning and Deep Learning are at the heart of modern AI, but their approaches and uses differ greatly. This article helps you understand their advantages, limitations, and application cases to better guide your projects.
PaddleOCR: analysis, benefits and open source alternatives
PaddleOCR is one of the most advanced open source OCR engines, appreciated for its accuracy and speed. But is it really the best choice in 2026 compared to alternatives like Tesseract or EasyOCR? This comparison helps you assess its strengths, limitations and complementary solutions such as Koncile.
Talend vs Fivetran: A Complete Comparison of Data Integration Solutions
Are you hesitating between Fivetran and Talend for your data pipelines? This comprehensive comparison dissects their strengths, limitations, use cases and technical models (ELT vs ETL). Make an informed choice based on your needs for automation, governance, and flexibility of data flows.
How to extract invoices and PO data from Sage Business Accounting?
We explain how to use Sage’s built-in OCR features (AutoEntry) and compare their performance with external OCR solutions.
What Is Named Entity Recognition (NER)? Key Concepts and Approaches
Do you want to understand how to automatically extract essential information from a text? Discover how NER turns your documents into data, ready to be used.
OCR.space Full Test: Is This Free OCR Tool Really Worth It?
OCR.space is a free and easy to use online OCR tool. In this article, we assess its performance and limitations to determine if it is suitable for professional use.
Document fraud detection software: 3 ways to catch fake documents
Three complementary approaches to document fraud detection software, from image forensics to AI-powered consistency checks on financial documents.
The 10 Best AP Automation Software Platforms for 2026
Ten accounts payable automation platforms compared across AI agents, fraud detection, ease of integration, and target profile, from enterprise incumbents to AI-native challengers.
Document Splitting: The Best AI Methods in 2026
How can I easily separate multiple documents in the same PDF? This article introduces the main methods for increasing efficiency based on file structure and content.
What is Change Data Capture (CDC)?
Are your reports late? The CDC detects changes at the source and broadcasts them continuously, for real near real time. Learn when to adopt it, what methods to choose, and how to deploy it properly.
Parsing: Definition, Use Cases, and Key Tools
Discover how parsing automates data extraction from PDF, scanned, and digital documents. By combining OCR, NLP, and rule-based methods, it transforms raw content into structured data. This article explains the key concepts, technologies, and use cases behind modern document parsing.
Procure-to-Pay (P2P): Understanding the End-to-End Purchasing Process
Learn how the Procure-to-Pay (P2P) process automates purchases and payments, reduces costs, and optimizes cash flow. A complete guide to structure your flows and improve performance.
Koncile x Make, Zapier and n8n: Integrate OCR extraction into your tools
Use Make, Zapier, or n8n, no-code automation tools to connect the Koncile OCR application and automate document control and verification workflows
How do I convert a PDF to JSON?
Discover how to transform these documents into structured JSON to automatically use them in your business tools (accounting, CRM, ERP...). Thanks to the Koncile API, convert your PDFs into ready-to-use data, without coding. This comprehensive step-by-step guide shows you how to automate this process, whether you're a developer or not.
Integrate RPA into your business processes
Discover the benefits of an RPA solution to automate your repetitive tasks and improve the efficiency of your business processes.
Fuzzy matching: definition and uses
Discover how fuzzy matching improves the quality of your data and automates document reconciliation despite errors or variations.
The best solutions for extracting PDF to Excel
Learn how to automatically extract your PDF data to Excel using the best OCR solutions in 2025, including Koncile.
LLM OCR: why are they better than regular OCRs?
Learn how OCRs based on LLMs offer more accurate extraction and better adaptation to complex documents.
Can you check your supplier invoices with software?
Discover how software can automate the control of your supplier invoices: error detection, reconciliation with purchase orders, compliance
AI Document Automation : How Document Processing Automation Works
Discover the 10 most powerful tools to extract data, classify, and create document workflows specific to your business.
Capturing key data in procurement agreements using AI OCR
Leverage LLMs and OCR to extract key data from your contracts, anticipate renewals, and identify cost-saving opportunities.
Can AI and OCR Replace Manual Accounting Entry?
Can AI and OCR replace manual accounting entry? Discover the future of automated accounting.
Document Categorization Using AI-Enhanced OCR: Towards Automated and Reliable Sorting
How to Accurately Classify Documents with Intelligent OCR? A Concrete Use Case on ID Documents
OCR 2026 comparison: Integration, customization and business use cases
Compare 4 OCRs according to your business uses, types of documents, API integration, customization and business logic.
OCR and E-invoicing: Key Accounting Changes Coming in 2026
E-invoicing becomes mandatory in 2026: key challenges, formats, and requirements,everything you need to know to stay ahead.
Mistral AI vs ChatGPT: reliable OCR?
Mistral AI vs ChatGPT Precision, speed, reliability... Find out which model best extracts text from documents!
Choosing Your OCR Tool: The 6 Essentials for 2026
Compare OCR tools by accuracy, speed, cost, and flexibility for invoices, forms, and bank statements.
What Is OCR Used For? Everything You Need to Know
PDFs or images hide valuable data-OCR frees it from invoices, contracts, receipts, and more for business use.
Choosing Your Construction ERP: The Ultimate List at Last
Comparison of 49 construction ERPs based on 8 essential industry features.
Supplier Invoice Control for Construction Companies
With technology, automate the checks of your supplier invoices.
How do you extract data from your documents on Google Drive with Make?
Automate the extraction of data from Google Drive with Make, without coding, from PDFs, images, or documents.
Mastering Table Detection and Extraction in Documents
Extracting tables from scanned documents is hard,manual entry or basic OCR often causes errors and slows down workflows.
Try Koncile's fraud detection on your own documents
Upload your bank statements, pay stubs or IDs: Koncile extracts the data and flags fakes in seconds.
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