Technology and Models

A comprehensive AI architecture designed to support Arabic language understanding across multiple levels—from textual and visual comprehension to semantic embeddings.

Our system is built on a flexible stack of highly optimized foundation models, serving as the base for fine-tuned, domain-specific solutions. It is composed of three main layers:

Large Language Models (LLMs)

For text and context understanding, language and culture.

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Vision-Language Models (VLMs)

For processing documents and images.

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Embedding Models

For semantic representation and retrieval from trusted knowledge sources.

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Domain-Specific Language Models

A comprehensive AI architecture designed to support Arabic language understanding across multiple levels—from textual and visual comprehension to semantic embeddings.

Daad Model – The Comprehensive Arabic Assistant

A multi-capability model used for text correction, grammatical analysis (i‘rāb), summarization, style enhancement, and creative writing—including poetry and essay composition.

Kawn Legal – The Digital Legal Expert

Specialized in understanding and drafting contracts, legal analysis, searching precedents and legislations, and offering preliminary consultations backed by legal texts.

Kawn Business Assistant – The Smart Business Partner

Provides support in financial analysis, report writing, feasibility studies, and financial data interpretation in precise Arabic and professional context.

Kawn Medical – The Medical Documentation Assistant

Helps doctors and health insurance teams with case documentation, report summarization, medical record review, and drafting medical documents

Shared Capabilities

All fine-tuned models enable

Specialized Search | Contextual knowledge retrieval | Support for RAG applications | Automation of domain-specific professional analysis