What Arabic AI does

Arabic.AI, operated by Tarjama FZ LLC, is an enterprise AI platform purpose-built for Arabic language workflows across the MENA region and selected international markets. The company serves regulated industries — government, financial services, legal, healthcare, marketing, and telecom — through an enterprise sales motion targeting ministries, banks, law firms, and large corporates in Saudi Arabia, UAE, Qatar, Kuwait, Jordan, Oman, and the United States. Founded in 2008 by Nour Al Hassan as Tarjama, the company rebranded its AI platform to Arabic.AI in 2026 and reports 700+ retained enterprise clients (some Arabic-language sources cite 1,000+ historically) with a 98% client retention rate and 20B+ words processed.

The company's core offering is the Arabic.AI Suite, a four-surface platform comprising Assistants, Translate, OCR, and Speech, all built on Pronoia, a proprietary Arabic-first large language model trained on 17+ years of vetted Arabic data and 2B+ proprietary Arabic words. Pronoia supports Modern Standard Arabic and 22 dialects including Gulf, Levantine, Maghrebi, Egyptian, and Iraqi, along with Arabic-English code-switching, and ranks #1 on Stanford HELM's Arabic benchmark. The architecture includes an Arabic-native tokenizer, RAG and RAFT pipelines for grounded, citation-traceable answers, and AGRiD, a no-code Agentic Studio for composing enterprise AI agents with multi-agent orchestration. The platform ships with 100+ pre-built assistants for legal, procurement, operations, and knowledge work, and supports four sovereign deployment modes (Sovereign Cloud, Private VPC, On-Premise, Air-Gapped) with MACC-eligibility on Azure Marketplace. Compliance certifications include SOC 2 Type II, ISO 27001, ISO 17100, GDPR, and CCPA.

Arabic.AI generates revenue through custom-quoted enterprise SaaS subscriptions billed annually, API usage-based pricing across all four surfaces, a 6-week agent factory that delivers two production-ready agents with KPI dashboards, professional services for AI training data collection and labeling, and a freemium academy offering. Distribution combines direct enterprise field sales with a three-track partner program (Reseller, Technology Integration, Strategic Alliance), Azure Marketplace for government procurement, and a wider Tarjama sub-brand ecosystem (CleverSo TMS, Screens.tv, ContentLab, Ureed freelance marketplace). Pricing is not publicly disclosed and is scoped per engagement via a 30-minute discovery call, with pilots typically going live within 2-6 weeks. The company raised $15 million in May 2025 led by Global Ventures to fund MENA enterprise expansion.

Name

Arabic AI

Legal name

Tarjama FZ LLC

Website

https://arabic.ai

Company type

Private

Founded year

2008

Operating status

Operating

Headcount range

101–250 employees

Short description

Arabic.AI (Tarjama FZ LLC) provides an Arabic-native AI platform with the proprietary Pronoia LLM, Assistants, Translate, OCR, and Speech surfaces for enterprise and government clients across MENA and the United States.

Ownership category

akta.pro rank

Product category

Enterprise Arabic Language AI Platform

NAICS

Software Publishers (5132)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)

akta.pro secondary industries

Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem) (HDAEANAC), Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG)

Keywords

• Arabic language AI
• Enterprise AI platform
• Large language models
• AI translation services
• Sovereign AI deployment

Headquarters

HQ city

Dubai

HQ country

United Arab Emirates

HQ region

Middle East

Offices3 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations

Revenue model

1. SaaS Subscription (AI Suite): Enterprise customers pay subscription fees to access the Arabic.AI Suite — Assistants, Translate, OCR, and Speech surfaces — with tiered plans based on deployment mode and feature access. The suite runs on Pronoia LLM and is available as cloud, VPC, on-prem, or air-gapped deployment.
2. API Usage-based Pricing: Every surface in the suite (Assistants, Translate, OCR, Speech) is fully API-accessible with versioned documentation and SDKs for major languages. Enterprise plans include direct access to the engineering team for integration questions. API usage likely billed on a consumption basis.
3. Agentic Studio / Agent Factory: The 6-week agent factory delivers two production-ready agents with KPI dashboards on a fixed timeline, suggesting a professional services or structured delivery component bundled with platform access.
4. Data Services: End-to-end data collection, labeling, and annotation services for AI training, offered as part of the AI & Agentic Tech product line.
5. Educational Content / Academy: Free Arabic-language coding courses in partnership with Replit, with Agentic Studio linking reskilling with real-world AI application. Academy also offers paid professional training programs across six vertical sectors (finance, marketing, customer service, healthcare, legal, consulting).

Pricing tiers

Go-to-market motion2 records

Distribution channels5 records

Marketing channels6 records

Core offering

Arabic.AI provides an Arabic-native enterprise AI platform built on its proprietary Pronoia large language model. The Arabic.AI Suite offers four integrated surfaces — Assistants, Translate, OCR, and Speech — for regulated industries across MENA, with sovereign deployment in cloud, VPC, on-premise, or air-gapped modes. The platform also includes Agentic Studio (a no-code agent factory) and Data Services for AI training data, and is complemented by sub-brands Tarjama, CleverSo, Screens.tv, ContentLab, and Ureed.

Product overview

Arabic.AI, built by Tarjama FZ LLC, is an AI operating layer for Arabic-first enterprises. The core portfolio centers on the Arabic.AI Suite — a unified platform comprising four integrated surfaces (Assistants, Translate, OCR, Speech) powered by the proprietary Pronoia Arabic LLM. Agentic Studio provides a no-code agent factory for composing enterprise AI agents, while Data Services supplies end-to-end AI training data. The Assistants surface offers 100+ pre-built Arabic AI agents including Doc Drafting, Contract Reviewer, MENA Tender Builder, Document Summarizer, MENA Legal Q&A, Procurement AI, and Customs Broker. The suite is complemented by Tarjama's language and content ecosystem (Tarjama translation, CleverSo TMS, Screens.tv media localization, ContentLab creative studio) and Ureed's freelance talent marketplace. Deployable in sovereign cloud (MACC-eligible on Azure Marketplace), private VPC, on-premise, or air-gapped configurations. With 700+ retained enterprise clients, 98% client retention, 20B+ words processed, and #1 ranking on Stanford HELM Arabic benchmark, Arabic.AI serves regulated industries across 8 markets.

Differentiator

Problem solved

Functional benefit

Products and services

• Arabic.AI Suite Unified AI operating layer for Arabic-first enterprises comprising four integrated surfaces (Assistants, Translate, OCR, Speech) all powered by the Pronoia Arabic LLM. Deployable in sovereign cloud, private VPC, on-premise, or air-gapped configurations, with enterprise audit, SSO, and data residency controls. Targets regulated industries across MENA.
• Pronoia LLM Proprietary sovereign Arabic-first large language model trained on 17+ years of vetted Arabic data and 2B+ proprietary Arabic words. Ranks #1 on Stanford HELM Arabic benchmark. Supports MSA, 22 Arabic dialects, and Arabic-English code-switching. Delivers 2-3× higher accuracy and 3× faster throughput than global LLMs on Arabic workloads. Available as standalone model and embedded in the Arabic.AI Suite.
• Agentic Studio No-code platform for building, deploying, and managing enterprise-grade AI agents and workflows. Includes AGRiD (the no-code agent factory) with tool-use, multi-agent orchestration, and full governance. The 6-week agent factory delivers two production-ready agents with KPI dashboards. Targets enterprise teams that need to compose custom Arabic AI agents without prompt engineering.
• Data Services End-to-end data collection, labeling, and annotation services for AI training. Supports the development and fine-tuning of Arabic AI models across dialects and enterprise use cases. Leverages Tarjama's 17+ years of Arabic language data curation expertise.
• Translate Enterprise-grade Arabic translation surface across 100+ language pairs. Preserves formatting, terminology, tone, and domain specificity. Drag-and-drop document translation produces board-ready output in minutes. Powers the CleverSo Translation Management System.
• OCR High-accuracy Arabic OCR surface for scanned contracts, tender dossiers, IDs, and handwriting. Converts image-locked documents into structured, searchable, AI-ready text for enterprise processing pipelines.
• Speech Speaker-aware Arabic speech surface providing speech-to-text across 22 Arabic dialects and natural text-to-speech for callbots and content. Enables meeting transcription, call center automation, and broadcast transcription at enterprise scale.
• Assistants Library Library of 100+ pre-briefed, drop-in Arabic AI agents for enterprise workflows including Doc Drafting, Contract Reviewer, MENA Tender Builder, Document Summarizer, MENA Legal Q&A, Procurement AI, and Customs Broker. Each assistant is grounded in enterprise data via RAG and requires no prompt engineering.
• Tarjama (Translation & Language Services) Premium enterprise language services covering translation, localization, and content production. Trusted by leaders across government and enterprise in MENA. Part of the broader Arabic.AI brand ecosystem under Tarjama FZ LLC.
• CleverSo AI-powered Translation Management System (TMS) for scalable enterprise localization operations. Enables organizations to scale Arabic and multilingual content operations efficiently, integrating with the Arabic.AI Translate surface.
• Screens.tv Professional media localization platform providing subtitling, dubbing, and broadcast services for Arabic and multilingual media content.
• ContentLab Creative studio for storytelling, copywriting, scriptwriting, and campaign content. Produces Arabic-native creative content for brands and government entities across MENA.
• Ureed The region's largest freelance marketplace for hiring specialized talent. Connects enterprises with Arabic-language and technical professionals. Part of the Arabic.AI ecosystem under Tarjama FZ LLC.
• HELM Arabic Enterprise Benchmark Structured enterprise benchmark co-developed with Stanford University's Center for Research on Foundation Models (CRFM) for evaluating Arabic LLMs across six professional tasks: content generation, financial reasoning, legal question answering, and more. First holistic benchmark extending Stanford's HELM framework to Arabic, providing a transparent reference standard for the Arabic AI ecosystem.

Quantifiable outcome

• 2–3× higher accuracy than foreign models on Arabic language tasks
• +5 more outcomes

Named customers3 records

Segments6 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability12 records

Feature7 records

Partnerships

Ten partnerships are on record, tiered core, minor and flagship.

• Stanford University CRFMcoreStrategic or Co-development Partner · 10 June 2026Arabic.AI partnered with Stanford University's Center for Research on Foundation Models (CRFM) to launch HELM Arabic Enterprise — the first holistic structured benchmark for evaluating Arabic LLMs for enterprise use across six professional tasks (content generation, financial reasoning, legal Q&A, and more). The initiative provides the Arabic AI ecosystem with a transparent, reproducible reference standard for comparing model behavior and assessing reliability in regulated business environments. This is a flagship academic partnership establishing Arabic AI benchmarking standards.
• QistascoreStrategic or Co-development Partner · 31 March 2026Arabic.AI and Qistas announced a strategic partnership to develop secure and sovereign AI solutions tailored for the Arabic legal sector. The collaboration combines Arabic.AI's language models and AI infrastructure with Qistas's legal expertise and AI solutions for Arabic legal systems. Joint efforts aim to improve legal research, litigation, and legislative studies across institutions in the Arab world.
• Emirates NBDminorGTM or Marketing Partner · 2 February 2026Arabic.AI signed an MoU with Emirates NBD at SEF 2026 as part of a broader ecosystem of 17 MoUs worth AED 100 million to support startup growth across finance, fintech, AI, and advanced manufacturing sectors.
• HPminorGTM or Marketing Partner · 2 February 2026Arabic.AI participated in SEF 2026 alongside HP, signing an MoU as part of the startup ecosystem enabling deal-making at the festival.
• ZelominorGTM or Marketing Partner · 2 February 2026Arabic.AI signed an MoU with Zelo at SEF 2026 as part of the startup ecosystem deal-making platform.
• AlFardan ExchangeminorGTM or Marketing Partner · 2 February 2026Arabic.AI signed an MoU with AlFardan Exchange at SEF 2026 as part of the 17 MoUs worth AED 100 million in the startup ecosystem.
• MaxbyteminorGTM or Marketing Partner · 2 February 2026Arabic.AI signed an MoU with Maxbyte at SEF 2026 as part of the broader startup ecosystem enabling deal-making.
• ReplitflagshipStrategic or Co-development Partner · 15 January 2026Arabic.AI launched free Arabic-language coding courses in partnership with Replit, marking the first full localization of Replit's educational content into Arabic for learners across MENA. The initiative removes language barriers for 400+ million Arabic speakers seeking access to technical education and software development tools. Arabic.AI is also expanding Agentic Studio to link reskilling with real-world AI application.
• Tarjama (Parent Company)coreOthersArabic.AI is a product/brand of Tarjama, founded in 2008. Tarjama built 17+ years of Arabic language data and expertise before launching Arabic.AI in 2026 as the AI operating layer for Arabic-first enterprises. Tarjama also encompasses Tarjama (translation services), CleverSo (TMS), Screens.tv (media localization), ContentLab (creative studio), and Ureed (freelance marketplace) — all part of the same brand family.
• HeyBreezminorStrategic or Co-development PartnerArabic.AI and HeyBreez formed a strategic partnership to elevate Arabic voice AI solutions and scale their enterprise application. The partnership combines Arabic.AI's Arabic AI technology with HeyBreez's enterprise voice infrastructure to deliver intelligent voice solutions ready for immediate enterprise deployment.

Scale indicators10 records

Recent moves7 records

Expansion highlights7 records

Broad incumbents

• OpenAI: OpenAI's GPT models (including GPT-4 and beyond) are the global baseline competitor on Arabic language tasks. While not Arabic-specialized, OpenAI's brand, distribution, and continuous multilingual improvements represent the most significant long-term competitive threat to Arabic.AI's differentiation.
• Cohere: Cohere is an enterprise-focused LLM provider offering secure, deployable models for regulated industries globally. It competes for the same enterprise AI budgets as Arabic.AI but lacks Arabic-native specialization, positioning it as a broad incumbent in the broader enterprise LLM category.
• Google DeepMind (Gemini): Google's Gemini family is a broad-incumbent frontier model with extensive multilingual coverage and deep enterprise distribution through Google Cloud. It competes with Arabic.AI on Arabic accuracy benchmarks and for enterprise AI procurement budgets globally.
• Anthropic: Anthropic builds Claude, a frontier LLM positioned for safe and reliable enterprise use. As a broad incumbent, it competes indirectly with Arabic.AI for enterprise AI workloads, particularly in regulated industries where trust and reliability are buying criteria.

Emerging players

• Mistral AI: Mistral AI is a fast-scaling European LLM provider with open-weight and enterprise offerings. While primarily French/European-focused, its emphasis on sovereign, deployable enterprise models creates partial overlap with Arabic.AI's positioning for regulated buyers.
• Writer: Writer provides enterprise AI agents and applications for knowledge work with a no-code studio approach similar to AGRiD. While not Arabic-specialized, it competes in the same enterprise AI agent platform category for global enterprise budgets.

Direct peers

• Inception (G42): Inception is G42's applied AI unit building Arabic-optimized models and agentic applications for UAE government and enterprise customers. It competes head-to-head with Arabic.AI for sovereign AI workloads across the GCC, with significantly larger sovereign capital backing.
• AI21 Labs: AI21 Labs builds enterprise-grade foundation models (Jamba) with strong multilingual and Arabic support, targeting regulated industries and government buyers in MENA. It is the closest direct competitor to Arabic.AI in the Arabic-first enterprise LLM category.

Regional players

• Aleph Alpha: Aleph Alpha is a European sovereign AI provider focused on compliant, deployable LLMs for European regulated industries. While not Arabic-specialized, it shares Arabic.AI's sovereign-deployment thesis and competes for similar enterprise buyers prioritizing data residency and regulatory compliance.

Others

• Lionbridge: Lionbridge is a global language services and AI training data provider with deep multilingual capabilities. It is comparable to Arabic.AI's parent Tarjama and adjacent translation services (CleverSo, Tarjama.com), making it thematically related rather than directly competitive in the LLM platform category.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/arabic-ai-tarjama

Compliance5 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles9 records

Funding overview

Funding rounds1 record

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Arabic AI