Client & Project Overview:
SiriusOne successfully developed and implemented an intelligent AI solution to enhance the user experience and search capabilities of the Arabic language knowledge base (KB) for a MENA governmental organization. This project highlights the significant role AI can play in optimizing information accessibility and public engagement for governmental organizations. By deploying our advanced AI bot, the client streamlined interactions with its audience, providing quick, accurate, and personalized responses to cultural queries while maintaining stringent data privacy and security standards.
Business Problem:
The client faced challenges in making its extensive Arabic language knowledge base (KB) easily accessible and searchable for users. Traditional keyword-based search methods were inefficient in understanding user intent, leading to difficulties in retrieving relevant information. Additionally, ensuring a responsive, scalable, and secure solution was crucial for managing large volumes of queries while maintaining compliance with governmental data privacy regulations.
Solution Overview:
Our AI bot was seamlessly integrated into the client’s digital infrastructure with an on-premise deployment model, ensuring maximum control over data and system operations. The solution leveraged advanced AI technologies to enhance search efficiency, provide natural language responses, and improve public engagement.
Key features of the solution include:
- Arabic Language Optimization: Fine-tuned AI models specifically trained to understand and process Arabic language queries with high accuracy.
- Intelligent Search & Retrieval: Implemented RAG (Retrieval-Augmented Generation) with Qdrant for enhanced search capabilities, delivering precise and context-aware responses.
- On-Premise Deployment: Ensured data security, privacy, and compliance with governmental regulations through a self-hosted Kubernetes-based infrastructure
- Scalability & Performance: Kubernetes enabled seamless scaling to handle a high volume of user queries efficiently.
- Customizable OpenWebUI Interface: Provided an intuitive and accessible front-end for improved user interactions.
Results:
The deployment of the AI-driven knowledge base bot resulted in key improvements, including:
- Enhanced Information Retrieval: Users experienced faster and more accurate search results, improving engagement and satisfaction.
- 40% Reduction in Support Requests: Automated responses reduced the need for manual assistance, freeing up staff for higher-value tasks.
- Improved Data Security & Compliance: On-premise hosting ensured full control over sensitive governmental data while meeting regulatory requirements.
- Increased Public Engagement: The AI bot enabled more intuitive and effective interactions, fostering better communication between the organization and its audience.
By revolutionizing the way users interact with the knowledge base, this AI-powered solution significantly improved accessibility and efficiency. The governmental organization now delivers faster, more accurate responses while maintaining the highest standards of security and compliance, setting a new benchmark for digital transformation in the public sector.
