Arabic legal documents · OCR, sources, translation
Which AI for Arabic legal documents?
For Gulf firms whose files are in Arabic. Say what your documents are and where they may go, and get the reading engine the benchmark recommends for them, with what each legal AI vendor documents about Arabic.
How this tool works
- The reading answer is the closing advice of Arabic OCR in 2026: 14 engines on UAE laws and real scans, word for word, and of Arabic PDF to Word or text: why copy-paste fails for PDFs that carry their own text. The figures are character error rates: 1% is one wrong character in a hundred.
- The vendor answers are what each vendor's own pages say about Arabic, read on 8 October 2026. An Arabic interface, Arabic answers and Arabic legal sources are three different things, and the table keeps them apart.
- Your answers stay in your browser: nothing you tick is sent.
Not covered here
- Handwriting, ID cards, invoices and stamped forms: the benchmark used printed pages only.
- The accuracy of Arabic legal translation: the research found no measured figure for it.
- Where each vendor keeps your data: Harvey, Legora or a private AI? covers it.
Sources
arelion.dev guides
- Arabic OCR in 2026: 14 engines on UAE laws and real scans, guide of 7 October 2026
- Arabic PDF to Word or text: why copy-paste fails, guide of 7 October 2026
- ChatGPT Business, Enterprise or private AI for a UAE company, guide of 6 October 2026
Vendor pages
- Harvey: help.harvey.ai/release-notes/category/agents/page/2, checked 8 October 2026
- Harvey: help.harvey.ai/release-notes, checked 8 October 2026
- Harvey: www.tamimi.com/news/al-tamimi-company-and-harvey-announce-strategic-partnership-to-enhance-legal-services-with-artificial-intelligence-2, checked 8 October 2026
- Harvey: www.harvey.ai/blog/100-knowledge-sources-available-in-harvey, checked 8 October 2026
- Harvey: www.harvey.ai/legal/subprocessors, checked 8 October 2026
- Legora: legora.com/newsroom/al-tamimi-company-becomes-legora-s-first-partner-in-the-middle-east, checked 8 October 2026
- Legora: legora.com/blog/al-tamimi-company-partners-with-legora-to-advance-arabic-first-legal-ai-across-the-middle-east, checked 8 October 2026
- Legora: legora.com/product/legal-research, checked 8 October 2026
- Legora: legora.com/legal/eu-pre-approved-sub-processors, checked 8 October 2026
- Lexis+ with Protégé: www.lexisnexis.com/community/pressroom/b/news/posts/lexisnexis-marks-16-years-in-mena-with-launch-of-lexis-with-protege, checked 8 October 2026
- Lexis+ with Protégé: www.lexis.ae/, checked 8 October 2026
- Lexis+ with Protégé: www.lexisnexis.com/community/pressroom/b/news/posts/lexisnexis-introduces-trusted-legal-ai-for-the-middle-east-powered-by-regional-legal-intelligence, checked 8 October 2026
- CoCounsel: mena.thomsonreuters.com/en/products-services/legal/cocounsel.html, checked 8 October 2026
- CoCounsel: mena.thomsonreuters.com/en/press-releases/2025/may/thomson-reuters-sets-future-agenda-at-synergy-dubai-pioneering-transformation-in-legal-tax-compliance-and-finance-sectors.html, checked 8 October 2026
- Microsoft 365 Copilot: support.microsoft.com/en-us/office/microsoft-copilot-supported-languages-94518d61-644b-4118-9492-617eea4801d8, checked 8 October 2026
- ChatGPT Enterprise: help.openai.com/en/articles/8357869-how-to-change-your-language-setting-in-chatgpt, checked 8 October 2026
- Qistas: qistas.com/en, checked 8 October 2026
- HAQQ: www.haqq.ai/, checked 8 October 2026
- realLaw AI: reallaw.ai/, checked 8 October 2026
- Laiwyer: www.laiwyer.ai/, checked 8 October 2026
Questions
What is the best OCR for Arabic legal documents?
In the arelion.dev benchmark of October 2026, Gemini 3.8 Flash got 1.9% of characters wrong on 10 real scans and photos, at a third of a cent a page, when pages may go to a cloud API. On your own server, Surya made the fewest errors of the free engines on real pages (3.9%). On a Mac, Apple's Live Text API got 5.0% wrong, and the pages never leave the machine.
Should I copy the text out of an Arabic PDF or run OCR on it?
On the two UAE law PDFs tested, OCR of the rendered page beat every text extractor. The best extractor, pdfplumber with its right-to-left option, still got 7.6% of the characters wrong on the Dubai law and missed a quarter of its words.
Which legal AI tools have Arabic legal sources?
On their own pages, Lexis+ with Protégé, launched in the Middle East on 2 October 2026, works across Arabic and English sources; Westlaw Middle East, separate from CoCounsel, has Arabic-English translation; and tools built for the Gulf or for Arabic law, such as Qistas, Laiwyer and realLaw AI, list Arabic legal sources. Harvey lists Gulf laws among its sources, and its public release notes list Arabic in its translation workflows since September 2024.