Enterprise AI Digest #19 - PODCAST on Spotify and Apple
Topics
D365 Business Central Integration
Power Platform Git Integration
Copilot Studio Analytics
Events
D365 Business Central Integrations
Business Central provides a robust integration framework designed to streamline connections with Microsoft 365, Dynamics 365, Power Platform, and other external services.
Web Services Integration : Business Central supports REST API, SOAP, and OData web services, with REST API recommended for seamless data exchange. Built-in and custom APIs enable straightforward connectivity to and from external applications, ensuring adaptability across different use cases.
Microsoft 365 Integration: Enhances Business Central capabilities by connecting with Microsoft tools like Excel, Outlook, Teams, and SharePoint. Users benefit from in-app data access, increasing productivity within familiar Microsoft 365 environments.
Power Platform Integration: Business Central integrates deeply with Power Apps, Power Automate, Power BI, and Power Pages, fostering a low-code development environment. This integration supports automation, custom app development, and data visualization for business insights.
Dataverse and D365 Integrations: Dataverse: Synchronizes data and enables operations like data replication, virtual tables, and event-driven updates.
D365 Sales & Field Service: Integration extends functionality by providing inventory insights, managing service operations, and ensuring seamless data exchange between sales and field services.
External Systems and Azure Services: Through AL code and HttpClient, Business Central connects with external web services and Azure services like Blob Storage and Azure Functions, enabling advanced customizations and data management.
Infrastructure and Security Services: Business Central supports essential services for authentication (Microsoft Entra), network security (Azure security), telemetry (Azure Application Insights), and printing (Microsoft 365 Universal Print), ensuring secure and efficient operations.
Business Central’s architecture offers flexible integration patterns, enhancing business operations and enabling seamless data exchange within and beyond the Microsoft ecosystem. Learn more @ blog.
Power Platform Git Integration
The new Git Integration feature for Power Platform, now in public preview, enables a collaborative and streamlined development process by allowing developers and citizen developers to work together efficiently.
Unified Development Workflow: Git Integration in Power Platform supports fusion teams by making Git functionality accessible within Power Apps, Power Automate, Power Pages, and Copilot Studio, creating a consistent workflow across the development team.
Easy Setup and Collaboration: Connecting Dataverse to an Azure DevOps Git repository is fast and seamless, allowing teams to work in parallel and pull each other’s changes when ready.
Change Tracking and Version Control: Git tracks changes to solutions in Dataverse in a human-readable format. Developers commit changes to a Git branch, making it easy to track, audit, and manage versions.
Testing and Deployment: When ready to deploy, teams can use Pipelines in Power Platform for release to testing or production environments, though developer tools are limited in this preview. Users are advised to avoid production solutions with this feature until the preview phase is over.
This Git Integration enhances productivity, supports team isolation, and allows for easy collaboration, providing a solid framework for iterative and controlled development in Power Platform. Learn more @ blog.
Copilot Studio Analytics
Copilot Studio combines multiple AI models and capabilities, including a core transformer-based natural language understanding (NLU) model, making it a powerful platform for copilot development.
Alongside these AI-driven functionalities, Copilot Studio provides a comprehensive analytics suite to help creators monitor and improve copilot performance.
AI-Enhanced Performance Tracking: Analytics sessions track user engagement and copilot efficacy, using NLU to analyze intent and task success rates. Separate billed sessions measure resource consumption, providing insights into efficiency and cost-effectiveness.
Natural Language Processing with Topic Analysis: The NLU model supports conversation tracking and topic analysis by identifying high-impact topics in user interactions. This feature ensures that copilots respond accurately to user needs and that key topics receive focused improvements.
Customer Satisfaction and Interaction Trends: The dashboard showcases customer satisfaction metrics, using AI to pinpoint trends and highlight areas where satisfaction is lacking. This data guides targeted enhancements to improve user experience and response accuracy.
Session Transcripts and Detailed Reporting: Copilot Studio provides downloadable transcripts of each session, accessible in Dataverse and Power Apps. These transcripts offer a comprehensive view of interactions, helping creators refine responses based on data-backed insights.
By hosting powerful AI models alongside advanced analytics, Copilot Studio enables teams to create responsive, user-focused copilots that are continuously optimized for effectiveness and customer satisfaction. Learn more @ blog.
Events
Microsoft Ignite (November 19–21, 2024): This flagship event will focus on the latest innovations in AI, security, and the Microsoft Cloud. Attendees can expect deep-dive technical sessions, hands-on labs, and networking opportunities. A special focus this year will be on AI-powered solutions, such as Copilot. Check out https://ignite.microsoft.com/en-US/home
DynamicsCon Virtual (November 13, 2024): This free, community-driven event is tailored for Dynamics 365 and Power Platform users. It will feature sessions on Dynamics 365 products like Business Central, Customer Engagement, and Finance & Operations, along with a new cross-product track. Checkout https://dynamicscon.com/virtual/