# ADSME - Bilingual AI business assistant for Abu Dhabi entrepreneurs

> Bilingual AI business assistant for Abu Dhabi entrepreneurs

## Project facts

- Category: AI & Agents
- Client location: UAE
- Delivered: 2024
- Stack: Node.js, AWS Lambda, LangChain, Pinecone, DynamoDB, React, Vite, GPT-4o, Mistral 7B fine-tuned, AWS SageMaker, AWS Bedrock

## What needed solving

Entrepreneurs in Abu Dhabi needed guidance on company formation, licensing, financing, and government programs, but information was scattered across agencies and hard to navigate. ADSME needed an AI assistant that could answer complex business questions in both English and Arabic, grounded in official local knowledge.

## How we built it

Matious built a domain-specialized AI assistant combining a fine-tuned Mistral model trained on 11,000 Abu Dhabi business knowledge pairs, a RAG backend that grounds every answer in official ADSME documents, and a bilingual streaming chat interface with full RTL support. The assistant profiles each user and tailors answers to their business stage and sector.

## What we delivered

The assistant handles complex questions about Abu Dhabi company setup, licensing, investment programs, and government initiatives in real time. Returning users pick up conversations where they left off. Every answer can be rated, feeding a continuous improvement cycle.

## Related

- All case studies: https://matious.com/work.md
- Services: https://matious.com/services.md
- Start a project: https://matious.com/contact

## Canonical URL

https://matious.com/work/adsme

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_Matious - AI engineering studio, founded 2017, Mohammedia, Morocco._
Contact: contact@matious.com | +212 661 790 436 | https://matious.com/contact
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