- UAE-based AI company CNTXT AI has acquired Actualize, an enterprise AI startup specialising in dialect-aware Arabic voice agents, to strengthen its Arabic voice AI offerings for enterprise and government clients across the GCC.
- Founded in 2023 by Muhammed Shabreen and Khalid Ghiboub, Actualize develops Arabic conversational AI solutions, voice models tailored to GCC dialects, and workflow automation tools that enable AI agents to execute tasks such as bookings, updates, and transactions.
- Following the acquisition, Actualize’s technology will be integrated into CNTXT AI’s product portfolio, including its Arabic voice AI platform Munsit, while Shabreen will join the company as CTO and Ghiboub as VP of AI Models.
Press release:
CNTXT AI, a UAE-based data and AI company, today announced the acquisition of Actualize, an enterprise AI company building dialect-aware Arabic voice agents for the GCC, powered by realistic Arabic speech models. The acquisition brings Actualize’s technology and team into CNTXT AI, strengthening its Arabic voice AI and enabling sovereign AI agents that can act on requests, not just respond to them, across enterprise and government environments.
Actualize adds capabilities in Arabic voice automation, conversational AI, and workflow automation. Its Arabic voice models, built natively for regional dialects, are recognized among the most natural-sounding in the market. Backed by a strong R&D team with senior engineers from companies such as Google, Nokia, Siemens and others, along with founders experienced in scaling and exiting startups, Actualize further strengthens CNTXT AI Engineering and R&D team. Its agent platform combines voice, chat, and workflow automation, enabling organizations to not only interact with users, but also complete actions such as bookings, updates, and transactions.
Together, CNTXT AI and Actualize give organizations a simpler, more complete path from raw data to production-grade Arabic AI systems. CNTXT AI contributes sovereign AI products including Munsit, along with training data and tools for testing and deployment. Actualize adds ultra-realistic Arabic voice models and the agent layer that lets those voices complete tasks across voice, chat, and back-office workflows.
“Together, we offer enterprises and government entities Arabic voice agents that can be deployed securely, hosted in-region, and embedded directly into day-to-day operations,” said Hassan Abu Sheikh, Co-Founder of CNTXT AI. The combined offering addresses a fast-growing GCC conversational AI market* projected to grow from about USD 400 million in 2025 to nearly USD 2.5 billion by 2034 as organizations accelerate investment in AI-driven services.
“This acquisition strengthens CNTXT AI’s mission to build sovereign AI that works in the real world,” said Mohammad Abu Sheikh, CEO of CNTXT AI. “Actualize brings technology that turns Arabic voice AI into agents that can complete tasks, voice models that make interactions sound natural and human, and a team that understands how Arabic is actually spoken in this region. Together, that helps customers move from pilots to live voice agents faster across the UAE and MENA.”
Founded in 2023 by Muhammed Shabreen and Khalid Ghiboub, Actualize has focused on tailored, hyperlocal AI transformation for enterprise customers across public, private, and non-profit sectors. Its technology is built for low-latency Arabic voice generation, enterprise workflow automation, GCC hosting, and deployment options including on‑premises and private environments for regulated use cases.
“AI is entering a new era where trust, localization, and real-world impact matter just as much as capability,” said Muhammed Shabreen, Co-Founder of Actualize. “Together with CNTXT AI, we are building Arabic AI infrastructure at native depth combining sovereign deployments, explainable systems, and foundational technologies to help shape the future of AI across the MENA region.”
Following the acquisition, Actualize’s technology will be integrated into CNTXT AI’s portfolio, supporting sectors such as customer service, banking, healthcare, media, and government with secure, Arabic-first AI. As part of the integration, Muhammed Shabreen will join CNTXT as CTO, while Khalid Ghiboub will lead AI model initiatives as VP of AI Models.