D365 power platform-user-group-deck-v02
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The document introduces AI Builder, a tool within Microsoft's Power Platform that allows users to add intelligence to PowerApps. AI Builder provides templates for common AI models like text classification, object detection, and form processing. It connects to data sources like the Common Data Service and allows users to train models with a point-and-click interface. The presentation demonstrates how AI Builder can be used to automate processes, extract insights from documents, and embed AI capabilities like predictive fields within PowerApps.
D365 power platform-user-group-deck-v02
- 1. Apply Intelligence to PowerApps with AI Builder Kyle Akepanidtaworn (Krid/Kyle) Cloud Solution Architect (Advanced Analytics & AI) Global Digital Transformation Partnerships Team Email | Linkedin | Quora | Medium | GitHub
- 2. Agenda • Introduction to Power Platform • Functional Overview – AI Builder • AI Builder Demo • PowerApps and Microsoft Flow: Learning Resources Copyright (c) Microsoft Corporation. All rights reserved. @Korkrid Akepanidtaworn, GSMO Digital Transformation Partnerships Team
- 3. 1.Introduction toPower Platform (<5Mins) Copyright (c) Microsoft Corporation. All rights reserved. @Korkrid Akepanidtaworn, GSMO Digital Transformation Partnerships Team
- 4. Copyright (c) Microsoft Corporation. All rights reserved. @Korkrid Akepanidtaworn, GSMO Digital Transformation Partnerships Team
- 5. One low-code platform that spans Office 365, Dynamics 365, Azure and standalone applications MicrosoftPowerPlatform Analyze | Act | Automate Power BI Business analytics PowerApps Application development Flow Workflow automation Data connectors AI BuilderCommon data service Copyright (c) Microsoft Corporation. All rights reserved. @Korkrid Akepanidtaworn, GSMO Digital Transformation Partnerships Team
- 6. Budget constraints Developer resource constraints Business expectations Paper processes Complex processes IT/business partnership Legacy system maintenance “Shadow IT” governance Leverage existing technology Security & compliance Developing business applications is challenging… Copyright (c) Microsoft Corporation. All rights reserved. @Korkrid Akepanidtaworn, GSMO Digital Transformation Partnerships Team
- 7. The Evolution of App Development 1ST ERA Fully customized and coded from scratch High rate of failure LAST ERA Heavily customized off-the-shelf applications Inflexible & Costly NEW ERA Low-code, high productivity app platforms Easy, Fast, Interoperable Copyright (c) Microsoft Corporation. All rights reserved. @Korkrid Akepanidtaworn, GSMO Digital Transformation Partnerships Team
- 8. Higher rate of success NEW ERA Low-code, high productivity app platforms Easy, Fast, Interoperable Loved by business & IT Time to Live in days/weeks Breeds innovative culture Benefits of PowerApps Copyright (c) Microsoft Corporation. All rights reserved. @Korkrid Akepanidtaworn, GSMO Digital Transformation Partnerships Team
- 9. POWER PLATFORM 3M+ monthly active users 200K+ organizations using PowerApps, Flow, & Power BI
- 10. 2.AIBuilder –Add Intelligence toApps (~12Mins) Copyright (c) Microsoft Corporation. All rights reserved. @Korkrid Akepanidtaworn, GSMO Digital Transformation Partnerships Team
- 11. Original Link: https://youtu.be/3_KxHhAIUXc Copyright (c) Microsoft Corporation. All rights reserved. @Korkrid Akepanidtaworn, GSMO Digital Transformation Partnerships Team
- 12. ▪ Choose from common models for prediction, detection and more ▪ Connect to CDS and other data sources, train models using point and click wizards ▪ Build rich standalone applications that deliver AI to the front line, and embed in existing apps AIBuilder-Add IntelligencetoApps AVAILABLE IN PUBLIC PREVIEW
- 13. AI Builder to Automate Processes and Find Insights Copyright (c) Microsoft Corporation. All rights reserved. @Korkrid Akepanidtaworn, GSMO Digital Transformation Partnerships Team Text Classification Object DetectionBinary Classification Form Processing
- 14. Document processing Users can extract data from images or paper documents. The model can be trained to recognize key/value pairs in a document and associate that to CDS entities. The execution of the process can be run on demand using an intelligent PowerApp control, or automated using Flow.
- 15. Compare results User can assess the model performance by comparing model results against manually entered tags. Compare results User can assess the model performance by comparing model results against manually entered tags. Text Classification Users can automatically extract keywords from text. A typical example of using this scenario is automating the analysis of user feedback for Microsoft Store. A model can be trained to automatically classify customer feedback coming in, allowing product teams to focus on the most critical feedback for their product.
- 16. AI templates browse List of AI template categories within the Automate section AVAILABLE JUNE ‘19
- 17. Data selection Power AI auto- connects to CDM data and shows this value to the user with an animation AVAILABLE JUNE ‘19
- 18. Project Settings The user: 1) Selects the field that shall be predicted 2) Sets the target destination of AI prediction 3) Bounds the range of data to consider AVAILABLE JUNE ‘19
- 19. Training Now is the time for a coffee break. AVAILABLE JUNE ‘19
- 20. Project summary The performance is good enough for the user. He/she activates the project. AVAILABLE JUNE ‘19
- 21. Result of the D365 marketing call to action: Show the below screen with an additional “customer churn” column Leveraging AI in standard PowerApps AI computed field (customer churn in this case) can be used just like any other property in a PowerApp AVAILABLE JUNE ‘19
- 22. AIBuilderDemo Copyright (c) Microsoft Corporation. All rights reserved. @Korkrid Akepanidtaworn, GSMO Digital Transformation Partnerships Team
- 23. Learning – together all the way https://docs.microsoft.com/en- us/powerapps/
- 24. 14K Students trainedAttendees in-person conferences 1M 100K Active community members 297 33K Ideas submitted Independent User Groups 250K Users submitting ideas 371 events in FY19 11,800+ in-person attendees/53+ NPS Dashboard in a day 180 events in FY19 5,200+ in-person attendees/ 57+ NPS App in a day 40 cities in FY20 1000 attendees per city Power Platform World Tour PowerApps Champions global
- 25. © Microsoft Corporation Thank You