Oman launched Ma’een (also written Mu'een, معين), its first national large language model, in September 2025. It was developed by the Ministry of Transport, Communications and Information Technology (MTCIT) and unveiled at COMEX 2025 as the first of three national AI initiatives.
For business owners, the headline is simple: Ma’een is a government tool for now. Here is what has been announced, and what hasn't.
What is Ma’een AI and why does it matter?
Ma’een is a large language model built to reflect the Omani dialect and culture, designed first for work inside government institutions.
MTCIT describes it as “an advanced AI-powered language model that reflects the uniqueness of the Omani language and culture”, meant to support government institutions with language applications and to build a digital knowledge base for key national sectors. General models such as ChatGPT handle Arabic, but they weren't built around Omani usage. That is the gap a national model is meant to close.
The Core Objectives of Ma’een
- Government efficiency: tools for around 20,000 government employees in the first phase.
- Language and culture: a model that reflects the Omani dialect and culture.
- A national knowledge base: a digital knowledge base serving key national sectors.
How will Ma’een improve government productivity?
By helping government staff with everyday language work: analysis, strategy development, knowledge generation, document summaries and translation.
The first phase is aimed at around 20,000 government employees, with plans to expand into the wider digital space later (Oman Observer). No productivity figures have been published yet, so treat any time-saving percentage quoted for Ma’een with caution, including the ones that appeared in an earlier version of this article.
What role does "Data Sovereignty" play in Oman's AI strategy?
Data sovereignty means a country keeps control over where its sensitive data is stored and processed.
That is a common reason governments build their own models rather than send official documents to foreign services. The launch announcements, however, don't say where Ma’een is hosted or how it handles data, so we won't claim more than that.
Beyond Government: The Future of Ma’een
For now, Ma’een is not open to businesses or the public. The announcements speak of expanding beyond government later, without a date.
The national AI programme it belongs to also includes an AI Studio, a meeting point for AI specialists and companies looking for AI solutions. Whether Ma’een will be offered there, or through an API, hasn't been announced.
Strategic Integration for Omani Managers
Until Ma’een opens up, businesses in Oman build on commercially available models such as ChatGPT, Claude or Gemini. We compare them in ChatGPT vs. Claude vs. Gemini for Omani businesses. For how Ma’een relates to the “Oman GPT” name that circulated earlier, see Oman GPT vs ChatGPT. We'll update this article when the ministry announces business access.
Updated 27 September 2026. An earlier version of this article quoted productivity gains (25–40%, and time savings of up to 98.8%) and a statement attributed to an MTCIT representative that we couldn't trace to any source. We've removed them.