Confidential – AI Conversational Assistant (KSA)
An AI-powered conversational assistant built on a dynamic knowledge base. Users can upload files such as PDFs, Word, and Excel documents, which the system analyzes to create data relations and knowledge graphs. The assistant learns context and answers complex questions fluently in Arabic and English.

The Challenge
A confidential enterprise client in Saudi Arabia needed a private AI assistant capable of understanding their internal documents — not a generic chatbot, but a system that reads their own files, builds a knowledge base from them, and answers complex questions with full context and accuracy in both Arabic and English.
The Solution
We built a custom AI conversational assistant with a dynamic knowledge graph engine. Users upload their documents (PDFs, Word, Excel) and the system parses, indexes, and connects information across all files. The AI can then answer questions, surface relationships between data points, and generate summaries — all grounded in the uploaded content.
- Upload and parse PDF, Word, and Excel documents automatically
- Knowledge graph construction linking entities, topics, and relationships
- Conversational AI that answers questions grounded in document content
- Arabic and English bilingual responses with context retention
- Semantic search across all uploaded documents simultaneously
- Access control and private deployment for enterprise security
Technologies Used
The Results
The system understood our documents better than we expected. It connects information across dozens of files and answers in Arabic or English with accuracy that surprised our entire team.
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