A Knowledge Boost Thanks to AI: AI Support Bot Transforms Global Collaboration

How a custom-built AI community bot strengthens internal support, breaks down silos, and makes knowledge sharing more efficient within an international organization.

A global company with more than 3,500 active members in its Power Platform community wanted to optimize internal knowledge sharing and reduce the burden on technical support. In collaboration with Macaw, an intelligent solution was developed in the form of an AI-driven support bot. This bot centralizes knowledge, facilitates collaboration, and makes the use of the platform within the company significantly more efficient.

The Challenge: Fragmented Knowledge Sharing and High Support Costs

As the community grew rapidly, the number of questions about Power Platform features, technical use cases, and development challenges also steadily increased. Since many of these questions were asked repeatedly, finding information was a laborious process, and the quality of the answers depended heavily on the specific contact person. There was no central, easily accessible knowledge base, and no scalable support process was in place. The result was an increasing workload coupled with a simultaneous decline in efficiency.

The company needed a solution that could automatically answer a large number of recurring questions, manage knowledge sharing in a structured way, and keep pace with the community’s growth without requiring additional resources.

The Approach: An AI-Driven Support Bot Using Microsoft Power Platform and Azure OpenAI

In collaboration with Macaw, PowerBot was developed: an intelligent community support bot based on the Microsoft Power Platform, Azure OpenAI, and Microsoft Teams. It is available 24 hours a day, understands naturally phrased questions, and provides answers to user questions that are relevant to the work context in real time.

Overview of the key features:

• Natural Language Processing (NLP): understands naturally phrased questions and provides context-aware answers
• Machine learning: learns from every interaction and continuously improves
• Integration of internal data sources: for accurate, company-specific answers
• Scalability and security: Fully integrated into the Microsoft infrastructure
• Customization: Tailored to the company in terms of content and appearance

The bot can be used via Microsoft Teams in individual chats as well as in groups or channels. In addition, a dedicated Teams channel has been set up where previous questions and answers are visible. This promotes peer learning and builds a reusable knowledge base.

The result: efficient support, improved knowledge transfer, and higher user satisfaction

The PowerBot has proven to be an effective tool for supporting the global community and delivers measurable efficiency gains.

• Faster responses: shorter search times thanks to the bot’s immediate response
• Standardized communication: consistent quality of answers, regardless of location
• Less manual work: automated handling of recurring questions
• Stronger collaboration: increased knowledge sharing within the community and more active support from colleagues
• Scalability without extra effort: no need for additional resources as the number of users grows

By deploying the PowerBot, the organization was able not only to ease the pressure on customer service but also to achieve a new level of internal collaboration and knowledge management: scalable, sustainable, and efficient.