CNTXT is a UAE-based AI company specializing in enterprise-grade generative AI and data infrastructure solutions. Their mission: to make AI accessible, secure, and effective through a human‑plus‑AI approach—augmenting rather than replacing human intelligence.

Core Offerings

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Munsit: A proprietary Arabic speech-to-text model trained on 15,000 hours of diverse Arabic audio, outperforming OpenAI Whisper and other global models with a Word Error Rate (WER) of just 26.68% across benchmarks.
Shipable (ex-Nbula): A low‑code GenAI platform enabling users to build, test, debug, and monitor AI applications in just a few clicks—complete with prompt comparison, metrics logging, and workflow orchestration .
Data Labeling “Kitchen” & AI Evaluation Tools: Offers a full-suite data labeling pipeline—covering audio, text, images, 3D, mapping—with automated-model integration, quality checks, and human-in-the-loop optimization. Also includes tools to simulate and evaluate multi-agent AI systems.
Advisory Services (coming soon): Includes AI readiness assessments, data architecture reviews, model benchmarking frameworks, and strategic implementation roadmaps

Security & Compliance

CNTXT emphasizes enterprise-grade security:

SOC 2 Type II certification
End-to-end encryption
Data sovereignty and granular permissions
Access to major LLMs (GPT, Claude, Gemini) across compliant regions

How It Works

Data Prep & Annotation: Combines AI + human workflows to deliver high-quality labeled datasets across multiple modalities.
Model Integration & Testing: Plug and play various models, benchmark their performance, test prompts, and track metrics effortlessly .
Deployment & Evaluation: Roll‐out custom AI solutions or the Munsit API; monitor performance, run evaluations and scenario testing at scale.
Human Augmentation: Focuses on complementing human experts, not replacing them—automates routine tasks to free creative and strategic capacity

Impact & Clients

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Trusted by government agencies, large enterprises, and global AI companies.
Testimonials highlight: “pixel perfect data,” unmatched speed at scale, and a full-stack ecosystem from model selection to deployment .

Why It Matters

By combining secure data operations, automated labeling, model orchestration, and domain-specific LLMs (like Munsit), CNTXT provides a unified platform for enterprises to build, validate, and deploy AI solutions—especially in Arabic and regulated environments—without stitching together multiple tools.