What CNTXT does

CNTXT AI is a UAE-based AI and data solutions company founded in 2023 by Mohammad Abu Sheikh, headquartered at Dubai Silicon Oasis under the IFZA free zone. It builds sovereign AI infrastructure designed for the Arabic language, organized into three architectural layers: an Infrastructure & Data Layer for in-region data cleaning, structuring, and sovereignty; an AI Models Layer with custom models trained on client data; and an Application Layer that exposes products to enterprise users. The company holds SOC 2 Type II, ISO 27001, ISO 27701, ISO 29100, and GDPR certifications, and operates with data localization within UAE borders to comply with UAE Federal Decree-Law No. 45 of 2021 and Dubai Data Law.

The core product portfolio includes Munsit, an Arabic speech-to-text and voice AI platform supporting 25+ dialects and reportedly serving 250+ enterprises and 150,000+ users with over 1 million minutes of speech processed; TestAI, an AI validation and bias-auditing platform; Data Services for Arabic-native data labeling, cleaning, and annotation; and Custom AI Solutions for purpose-built enterprise AI deployments across government, financial services, healthcare, telecommunications, oil & gas, legal, and education verticals. The June 2024 acquisition of Actualize added dialect-aware voice agents and brought in co-founders who now serve as CTO and VP of AI Models.

CNTXT operates a hybrid go-to-market combining enterprise field sales for government and large-enterprise contracts with a product-led motion for Munsit (API, on-premise, bulk transcription) and the CNTXT AI Connect community platform (100,000+ expert contributors). Revenue derives from custom AI project engagements, data service contracts, and recurring subscriptions/usage-based pricing on Munsit and TestAI. Strategic partnerships with NVIDIA, Oracle, and AWS support co-selling and infrastructure scaling. The company closed a $60 million Series A in June 2026, co-led by AI71 and BlueFive Capital, to fund product development and global expansion of its sovereign AI infrastructure.

Name

CNTXT

Legal name

CNTXT FZCO

Website

https://cntxt.tech

Company type

Private

Founded year

2023

Operating status

Operating

Headcount range

101–250 employees

Short description

CNTXT is a UAE-based AI company that builds sovereign, Arabic-first AI infrastructure for enterprises and governments, offering Arabic speech AI (Munsit), AI validation (TestAI), data services, and custom AI solutions across GCC markets.

Ownership category

akta.pro rank

Product category

Enterprise AI Software

NAICS

Computer Systems Design Services (541512)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

Conversational AI Platforms (chat/voice bots, orchestration) (HDAAAFAC)

akta.pro secondary industries

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ), End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG)

Keywords

• Arabic AI solutions
• Sovereign AI infrastructure
• Speech-to-text platform
• Data annotation services
• Enterprise AI solutions

Headquarters

HQ city

Abu Dhabi

HQ country

United Arab Emirates

HQ region

Middle East

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Custom AI Solutions: Purpose-built AI systems tailored to enterprise workflows, from rapid pilots to enterprise-wide scale. Includes design, development, deployment, and optimization of AI systems. Revenue generated through project-based engagements and long-term client relationships with enterprise and government customers.
2. Data Services: Data organization, labeling, and preparation services for AI training. Transforms raw data into training-ready assets with Arabic-native expert validation. Revenue generated through service contracts with enterprises requiring data preparation for AI initiatives.
3. AI Product Lab - Munsit Platform: Arabic voice AI platform offered as SaaS with API access, on-premise deployment options, and bulk transcription services. Revenue generated through usage-based API consumption, subscription plans for enterprise customers, and per-minute transcription services.
4. AI Product Lab - TestAI: AI validation platform for testing and auditing AI systems. Offered as a platform service for enterprises to evaluate AI model performance, bias, and compliance before production deployment.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels4 records

Core offering

CNTXT AI builds and delivers Arabic-first AI products and data services for enterprises and government entities. Its commercial offerings include the Munsit speech-to-text platform, the TestAI validation platform, a Munsit Voice-to-Text mobile app, custom AI solution development, data preparation and annotation services, an AI Product Lab for research and domain model creation, and the CNTXT AI Connect expert network. These are delivered on top of a sovereign AI infrastructure that can be deployed inside customer environments.

Product overview

CNTXT is an Arabic-first AI and data solutions company offering a platform-plus-products architecture. The core portfolio includes Munsit (Arabic speech-to-text voice AI platform and mobile app), TestAI (AI validation and evaluation platform), Data Services (data preparation and annotation), Custom AI Solutions (purpose-built enterprise AI), and AI Product Lab (research and domain-specific model development). The platform serves enterprise and government clients across banking, healthcare, government, legal, retail, and telecommunications sectors, with a focus on sovereign AI infrastructure that keeps data within UAE borders.

Differentiator

Problem solved

Functional benefit

Brands

• Munsit: Arabic voice AI platform combining speech recognition and voice generation capabilities. Offers a speech intelligence platform (Munsit Platform), voice-to-text app (Munsit App), and serves over 250 enterprises and 150,000 users with over one million minutes of speech processed.
• TestAI
• CNTXT AI Connect
• CNTXT AI Product Lab

Products and services

• Munsit
• Munsit Voice-to-Text App Mobile application providing voice-to-text functionality powered by the Munsit engine, targeted at Arabic-speaking end users.
• TestAI AI validation platform used to evaluate, test, and validate AI model outputs and behavior for enterprise and government deployments.
• Data Services Data preparation, annotation, and curation services used to build and refine Arabic AI training datasets for client projects.
• Custom AI Solutions Bespoke AI development services that design, build, and deploy tailored AI models and applications for enterprise and government clients.
• AI Product Lab Research-oriented offering that develops new AI products and domain-specific models, including the company's 25+ domain AI models.
• CNTXT AI Connect Expert network platform that connects organizations with AI and Arabic-language experts for project collaboration and consulting.

Quantifiable outcome

• 85% reduction in application review times for legal and compliance use cases
• +3 more outcomes

Named customers3 records

Segments7 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability14 records

Feature4 records

Partnerships

Four partnerships are on record, tiered core.

• ActualizecoreStrategic or Co-development Partner · 1 June 2024CNTXT AI acquired Actualize in June 2024 to strengthen its Arabic voice AI offerings. The acquisition brought Actualize's dialect-aware Arabic voice agent technology, workflow automation platform, and team including co-founders Muhammed Shabreen (CTO) and Khalid Ghiboub (VP of AI Models). Combined entity targets GCC conversational AI market projected to grow from $400M to $2.5B by 2034.
• NVIDIAcoreTechnology or IntegrationTechnology partner providing GPU infrastructure and AI computing capabilities for CNTXT AI's sovereign AI platform. NVIDIA technology enables training and deployment of Arabic AI models at scale.
• OraclecoreTechnology or IntegrationTechnology partner providing cloud infrastructure and enterprise software integration for CNTXT AI's AI solutions. Oracle Cloud infrastructure supports sovereign AI deployments for enterprise and government customers.
• AWScoreTechnology or IntegrationTechnology partner providing cloud computing services for CNTXT AI's AI platform. AWS infrastructure supports scalable, secure AI deployments while maintaining data sovereignty requirements.

Scale indicators5 records

Recent moves7 records

Expansion highlights6 records

Direct peers

• Yellow.ai: Enterprise conversational AI platform for customer service and CX automation across voice and chat, with a strong presence in emerging markets including the Middle East. Overlaps with CNTXT's voice-agent and chatbot offerings and similarly targets BFSI, telecom, and large enterprises in the GCC.
• Inception (G42): UAE-based applied AI arm of G42 building enterprise and government AI solutions in the region, including Arabic-language models. Direct regional peer pursuing the same sovereign-AI positioning and competing for the same UAE regulated workloads.
• Deepgram: Enterprise speech-to-text and voice AI API platform serving developers and enterprises with multilingual ASR and TTS. Directly comparable to Munsit in core capability (speech recognition delivered via API/on-prem), pricing model (usage-based), and target buyer (enterprise platform teams building voice agents).
• AI71: UAE-based AI company building sovereign, Arabic-first enterprise models and agents — the closest direct peer because it targets the same GCC public-sector and regulated-enterprise buyers, competes for the same sovereign-AI dollars, and even co-leads CNTXT's Series A. Operating models, customers, and regulatory positioning overlap directly.
• AssemblyAI: Speech-to-text and audio intelligence API platform offering enterprise-grade transcription, speaker diarization, and voice agents. Comparable to Munsit on delivery mechanism (API + on-prem), speech-AI focus, and enterprise SaaS commercial model, though primarily English-optimized.
• Kore.ai: Enterprise conversational AI and agent platform covering banking, healthcare, telecom, and government. Comparable to CNTXT's voice-agent and Custom AI Solutions business for regulated industries, with overlapping delivery model and target buyers.
• Avaamo: Enterprise conversational AI platform specializing in verticalized voice and chat agents for banking, healthcare, telecom, and insurance. Closely comparable to CNTXT's Actualize-derived voice-agent stack in functionality, buyer profile, and regulated-industry emphasis.

Emerging players

• ElevenLabs: Voice AI platform offering high-quality speech synthesis and conversational voice agents via API. Overlaps with Munsit's voice-generation half and with CNTXT's voice-agent use cases, though focuses on multilingual/creator markets rather than Arabic dialectal depth.

Broad incumbents

• Appen: Global data annotation and AI training data services company with a large multilingual contributor network. Directly comparable to CNTXT AI Connect's expert-network/data-annotation model, though multilingual rather than Arabic-first, and listed/publicly mature.
• Scale AI: Large-scale data labeling, annotation and evaluation platform serving foundation-model builders and the U.S. Department of Defense. Comparable to CNTXT's Data Services and CNTXT AI Connect offerings (annotation, evaluation, expert workforce) but operates at much larger scale and broader geographic scope.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks5 records

Key highlights7 records

Customer concentration

• Xx.com/cntxtai
• LinkedInlinkedin.com/company/cntxtai

Compliance5 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Subsidiaries1 record

Funding overview

Funding rounds1 record

Investors2 records

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

M&A1 record

Investments

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

Frequently asked questions about CNTXT