In today's data-driven world, seamless interaction with data is crucial for informed decision-making. This session explores innovative approaches to integrating a custom data Copilot within Microsoft Teams, leveraging the capabilities of the Fabric AI Skill feature. We will discuss the methodology to achieve this integration through several key approaches:

- Using Fabric AI Skill Connected to a Previously Loaded Lakehouse in Fabric: By investing effort initially, you enable your Fabric users to simply ask a question and receive a reliable, data-driven answer. Within the AI Skill, you can provide instructions and examples to guide the AI towards the correct answers for any questions within your organization. This ensures the AI comprehends your organization’s unique data context before you extend this capability to others. Additionally, you can define specific business semantics, tailoring the AI to understand your organization’s unique language and context, including industry-specific jargon or company-specific terms.

- Using OneLake as a Knowledge Base for Your LLM in Azure AI Studio: In Azure AI Studio, OneLake can be added as a connection, which is a way to authenticate and consume Fabric data within your AI Studio projects. You can use the OneLake connection for prompt flow, training data, and deployments within one project or share with multiple projects in the same AI hub.

- Using Fabric AI Skill as a Knowledge Base in Copilot Studio: This approach leverages the Fabric AI Skill to provide a robust knowledge base for your custom Copilot. By specifying the content your Copilot will use, you can facilitate natural language interactions that are informed by your organization’s specific data.

- Publishing and Deploying Your Copilot in Microsoft Teams: Finally, we will review the steps to publish and deploy your custom Copilot in Teams. This allows users to interact with their data through a chat-only experience without needing to consult the entire report.

Microsoft Fabric AI Skill is a game-changer for data interaction. It empowers you to define unique business semantics, integrates seamlessly across platforms, and offers practical applications that can transform your organization. Join us to explore how this cutting-edge integration can enhance your data interaction workflows and drive productivity!