Munsit STT
Real-time transcription across 25+ Arabic dialects, the formal register and code-switching.
ExploreAbout Munsit
Munsit is the patented Arabic Voice AI from CNTXT AI, a data-first AI company building for the Arab world.
Arabic is spoken by 400 million people. For most of AI's history, it was an afterthought.
Voice systems were trained on English data and assumptions. They were adapted for Arabic later, and it showed: broken dialects, failed code-switching, unusable in the real conditions that matter.
Munsit was built to fix that. Not adapted. Built for Arabic from day one for the public services and enterprises that need voice AI they can actually rely on.
Munsit is a patented Arabic Voice AI with two models: Munsit STT for real-time transcription across 25+ Arabic dialects, and Munsit TTS for Arabic voice output. Both are available via API, Munsit Edge, and enterprise deployment. Teams that need more can build on top, or we build with them.
A data and AI company that helps organizations move from raw data to production-ready AI through data, systems, and products.
High-quality training data, labeling, and validation for AI teams.
Custom AI solutions built for existing systems and real production environments.
Arabic-first AI products built for enterprise and government use.

Built to serve Arabic-speaking markets across the region.
Engineers, researchers, and operators with direct experience in government, enterprise, and Arabic language AI.
The only patented Arabic Voice AI. Trained on 25+ dialects, with verified accuracy and latency benchmarks.
From governments to individual users. Enterprise, developers, and everyday Arabic speakers rely on Munsit.
Every dialect, every nuance. Our team lives it.







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Munsit powers voice for companies and government agencies across the Arab world. Let's discuss what it can do for you.