A large government agency 

Large organizations often struggle to provide quick access to internal knowledge. Information is distributed across systems, documents, and policies, making even simple questions difficult to answer.

Our client faced several challenges:

• Fragmented knowledge across repositories, policies, agreements, training materials, and social platforms
• Manual support workflows reliant on email and phone inquiries
• Slow resolution times for HR, training, and internal process questions
• Security and compliance constraints that prevented the use of public AI tools
• Language accessibility needs, including Arabic support and right-to-left interfaces

The agency needed a secure, enterprise-grade way to unify knowledge access and streamline employee support.

We partnered with the agency to design and deploy an Arabic/English conversational AI platform that improves access to internal knowledge.

A unified conversational interface
Employees use a chatbot to ask questions about policies, agreements, training, and internal documentation in natural language.

Capabilities include:

• Answering questions about HR policies, leave, and benefits
• Searching internal documents and knowledge repositories
• Retrieving information from agreements and partnership databases
• Accessing training requirements and course information
• Querying internal communications and social data
• Supporting multi-turn conversations and follow-up questions
• Allowing users to securely upload and query their own documents

Enterprise-grade AI architecture
The platform combines modern AI components to deliver accurate, secure responses:

• Retrieval-augmented generation (RAG) grounded in internal documents
• Agentic workflows for complex, multi-step queries
• Natural language-to-database querying for structured data
• Multi-model support across LLM providers
• Real-time response streaming for an interactive experience

Secure enterprise deployment
The system was built to meet strict IT and data sovereignty requirements:

• Integration with enterprise identity systems for secure authentication
• Regional cloud deployment to maintain data residency
• Role-based access controls and encrypted data handling
• High-availability architecture supporting hundreds of concurrent users

An administration portal enables teams to manage knowledge sources, update content, and monitor system performance.

Faster information retrieval
Queries that previously took hours are now resolved in minutes through conversational search.

Improved productivity
Employees can instantly access policies, documents, and training information without navigating multiple systems or contacting support.

Secure alternative to public LLM tools
The organization now provides a trusted internal AI assistant, removing the need for external tools.

Scalable enterprise foundation
The system launched with an initial pilot of approximately 500 employees and is designed to scale across the organization.

Expansion opportunities
The success of the deployment has already led to discussions around additional AI use cases.

This deployment shows how conversational AI can simplify access to internal knowledge while maintaining the security and governance enterprises require. Talk to a Turing Strategist to see how similar AI tools can improve knowledge access across your organization.