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الذكاء الاصطناعي القانوني بالأرقام

سوق الذكاء الاصطناعي القانوني بالقياس: من يبنيه في منطقة الشرق الأوسط وشمال أفريقيا، وكم من القانون يستطيع الذكاء الاصطناعي قراءته في كل بلد، وما المهارات والبنود والمستندات التي يقوم عليها العمل. لكل رقم مصدر.

العودة إلى المختبر
191
Vendors mapped
17
Jurisdictions measured
422
Legal AI skills
738
SEC clauses
70
Document templates

01 · Landscape

Who builds legal AI in MENA

33 of the 191 legal tech vendors we track are headquartered in an Arab market, and 18 of those sit in the Gulf. 10 of the 19 markets on the map have no local vendor in our atlas.

Vendors headquartered012-34-56+

Country: vendors headquartered · Legal Data Hunter sources

  • UAE9 · 11
  • Saudi Arabia8 · 5
  • Egypt5 · 4
  • Lebanon4 · 6
  • Algeria2 · 9
  • Morocco2 · 8
  • Jordan1 · 7
  • Qatar1 · 5
  • Tunisia1 · 4
  • Bahrain0 · 5
  • Iraq0 · 4
  • Kuwait0 · 4
  • Libya0 · 6
  • Mauritania0 · 5
  • Oman0 · 9
  • Palestine0 · 5
  • Sudan0 · 5
  • Syria0 · 5
  • Yemen0 · 4

Vendors by home region, worldwide

  1. Europe52
  2. North America48
  3. Middle East29
  4. Asia24
  5. Africa15
  6. Latin America11
  7. Oceania7
  8. Global5

Source: HAQQ competitor atlas, 2026-10-27. A vendor counts once, in its home market. Of 191 rows, 121 were confirmed on the vendor's own site, 62 come from a third party and 8 could not be confirmed. Second figure in the list: Legal Data Hunter sources for that country, 2026-10-27.

02 · Machine-readable law

How much law an AI can actually read

Across the 12 MENA jurisdictions in our Legal Guides, Legal Data Hunter indexes 77 official sources in total. The United States alone has 428. A legal AI is only as good as the law it can retrieve, and in MENA the retrievable share is thin.

MENA: indexed sources per jurisdiction

  1. United Arab Emirates11
  2. Oman9
  3. Algeria9
  4. Morocco8
  5. Jordan7
  6. Lebanon6
  7. Bahrain5
  8. Saudi Arabia5
  9. Qatar5
  10. Tunisia4
  11. Egypt4
  12. Iraq4

For reference: the large systems

  1. United States428
  2. International and treaty law208
  3. United Kingdom79
  4. European Union74
  5. France52

Documents indexed: United States 22,281,720 · International and treaty law 2,535,957 · United Kingdom 1,104,105 · European Union 500,761 · France 4,177,611.

Source: Legal Data Hunter coverage, 2026-10-27: case-law, doctrine and legislation sources per jurisdiction. Each country links to our hand-checked directory of where its law is published.

03 · Skills

How skills are changing legal AI

Skills turn a general model into a legal one: a packaged instruction set for one task, from a chronology to a GDPR audit. We track 422; 357 of them are free, and they come from three places. Compliance and Contract lead the topics.

Where the skills are published

  1. lawve.ai192
  2. GitHub154
  3. Agensi76

Top 10 topics

  1. Compliance33
  2. Contract30
  3. Drafting27
  4. Audit26
  5. Risk25
  6. Privacy21
  7. GDPR20
  8. Litigation19
  9. Review19
  10. Employment18

Source: the HAQQ Labs Legal AI Skills directory, counted at build time. A skill can carry several topics.

04 · Clauses

What real contracts are made of

738 clauses across 44 categories, each lifted from a public SEC filing. Commercial Lease Agreement is the single largest source, and 393 of the 543 filers that name a state are incorporated in Delaware.

Top 10 source agreements

  1. Commercial Lease Agreement31
  2. Office Lease22
  3. Share Purchase Agreement19
  4. Termination Agreement18
  5. Employment Agreement17
  6. Consulting Agreement14
  7. Limited Liability Company Agreement14
  8. Master Services Agreement14
  9. Securities Purchase Agreement13
  10. License Agreement12
  1. 22002
  2. 2003: 0
  3. 2004: 0
  4. 2005: 1
  5. 2006: 0
  6. 2007: 0
  7. 2008: 0
  8. 2009: 0
  9. 2010: 1
  10. 2011: 0
  11. 2012: 0
  12. 2013: 1
  13. 2014: 0
  14. 2015: 0
  15. 2016: 90
  16. 2017: 125
  17. 2018: 123
  18. 2019: 92
  19. 1712020
  20. 2021: 92
  21. 2022: 0
  22. 12023
Clauses by filing year

Source: SEC EDGAR, via the Contract Clause Library. Filing year is read from the EDGAR accession number; 39 clauses without one are left out of the year chart.

05 · Documents

The documents legal work runs on

70 templates in 9 categories, with jurisdiction-specific guidance for 5 countries across 73 document pages.

  1. Business Contracts11
  2. Family & Personal9
  3. Employment & HR8
  4. Real Estate8
  5. Compliance & Privacy8
  6. Corporate Governance7
  7. Litigation & Disputes7
  8. Financial6
  9. Intellectual Property6

Source: the HAQQ Labs Document Library, counted at build time. This is the size of each shelf, not how often a document is generated.

In research

Three views need usage data we will only publish with a primary source behind every number, so they are not drawn yet: legal AI usage by country and by job, in the spirit of the Anthropic Economic Index; the clauses AI picks most often; and the documents generated most often.