- AI & Agents
- UAE
- 2024
Bilingual AI business assistant for SMEs in the UAE
business Q&A pairs used to fine-tune the model
languages, English and Arabic with RTL
AD SME Hub is Abu Dhabi's knowledge platform for small businesses and startups. Founders needed guidance on company formation, licensing, financing and government programs, but the information was spread across agencies. The Hub wanted an AI assistant that answers in English and Arabic, grounded in official local sources.
Matious built a domain-specialized assistant: a fine-tuned Mistral model trained on 11,000 Abu Dhabi business question-and-answer pairs, a RAG backend that grounds every answer in official Hub documents, and a bilingual streaming chat interface with full right-to-left support. The assistant profiles each user and tailors answers to their business stage and sector.
The assistant is built to answer questions on company setup, licensing, investment programs and government initiatives in real time. Returning users pick up where they left off, and every answer can be rated to feed improvements.
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