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Knowledge Base

Artificial Intelligence

Diviniah Mbaire avatar
Written by Diviniah Mbaire
Updated over 2 weeks ago

What is a Knowledge Base?

A knowledge base is a centralised repository that stores information about a product, service, or business operations. It is a self-service tool, enabling customers and employees to quickly find answers to their queries without requiring direct support. Mteja's knowledge base solution is an enterprise knowledge management system powered by AI, which automates question-answering, helping businesses improve efficiency and customer satisfaction.

How Does a Knowledge Base Work?

A knowledge base functions as an intelligent document store that uses AI to process and retrieve relevant answers based on user queries. Instead of relying solely on human intervention, AI analyses stored documents and provides accurate responses, making information retrieval seamless. This ensures customers and employees can access critical knowledge in real-time, reducing wait times and improving overall productivity.

What Information Can You Upload to a Knowledge Base?

A powerful knowledge base should include diverse and comprehensive information. Some key types of content include:

  • Product and service details – Specifications, features, and functionalities.

  • FAQs – Answers to frequently asked customer and employee questions.

  • Tutorials and guides – Step-by-step instructions on using products or services.

  • Company information – Organisational policies, mission, and values.

  • Business processes and SOPs – Standard operating procedures across different departments.

  • Employee resources – Benefits, welfare information, and company handbooks.

How to Create a Powerful Knowledge Base

Building an effective knowledge base requires careful planning and execution. Here are key factors to consider:

1. Ensure High-Quality Documentation

Uploaded documents should be clear, concise, and provide complete information on a given topic. If a document makes sense without additional context, it will also be effective when queried by AI.

2. Maintain a Sufficient Quantity of Documents

A diverse and extensive document collection ensures fair and balanced responses. A well-stocked knowledge base minimises bias and increases the chances of users finding accurate information across various topics.

3. Fine-Tune AI for Accuracy and Relevance

Optimising the AI parameters, such as relevance thresholds and similarity scores, enhances the precision of retrieved answers. Fine-tuning ensures users receive the most pertinent responses to their queries.

4. Validate Through Trial and Error

Continuous testing is crucial to improving the knowledge base’s effectiveness. Real-world scenarios help assess whether the AI is providing logical and useful answers. Since common sense is not always universal, iterative refinement helps bridge gaps in understanding.

Use Cases for Mteja’s Knowledge Base Solution

Mteja’s AI-powered knowledge base can be applied across various business functions, including:

  • Customer Support – Automating responses to common customer queries, reducing response times.

  • Employee Training – Providing on-demand access to company policies, training materials, and HR guidelines.

  • Sales and Marketing – Offering quick access to product details, pricing, and promotional materials.

  • IT and Technical Support – Enabling employees to troubleshoot issues with step-by-step solutions.

  • Compliance and Legal Teams – Ensuring regulatory documents and policies are easily accessible.

Benefits of Utilising a Knowledge Base in Business

  • Enhanced Customer Experience – Customers get instant access to relevant answers, improving satisfaction and engagement.

  • Improved Employee Productivity – Staff can find solutions quickly without relying on managers or support teams.

  • Cost Efficiency – Reduces the need for large support teams by automating routine queries.

  • Consistent Information Delivery – Ensures uniform and accurate responses across all interactions.

  • Scalability – Easily expands with business growth, supporting an increasing number of queries and users.

Conclusion

A well-structured knowledge base is a game-changer for businesses looking to improve efficiency and enhance customer satisfaction. Mteja’s AI-powered knowledge base automates question answering, streamlines information access, and optimises business operations. By focusing on quality documentation, AI fine-tuning, and continuous validation, businesses can create a powerful knowledge base that serves both customers and employees effectively.

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