ECS19 - Mike Ammerlaan - Microsoft Graph Data Connect
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Microsoft Graph provides REST APIs and webhooks to access and connect Microsoft 365 and other organizational data at scale. It enables building custom applications and workflows that extend Microsoft 365 experiences. Data access through Microsoft Graph is designed with data privacy, security, and governance in mind, allowing administrators to control access to organizational data.
ECS19 - Mike Ammerlaan - Microsoft Graph Data Connect
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- 4. Microsoft Graph Office 365 Windows 10 Enterprise Mobility + Security Microsoft Graph data connect Microsoft Graph REST APIs and webhooks Documents Conversations Portals Timeline Extend Microsoft 365 experiences Web apps Bots & agents Device & native Workflow automation Build your experience Connectors Microsoft Identity Azure AI platformYour local data Search Analytics apps
- 5. Microsoft Graph Office 365 Windows 10 Enterprise Mobility + Security Microsoft Graph data connect Microsoft Graph REST APIs and webhooks Documents Conversations Portals Timeline Extend Microsoft 365 experiences Web apps Bots & agents Device & native Workflow automation Build your experience Connectors Microsoft Identity Azure AI platformYour local data Search Analytics apps
- 6. A new class of analytics & insight applications are emerging … Adobe Sign
- 7. estimated additional revenue/shifting revenue driven by AI in three years Interpret business and customer data including text, docs, images, video, voice Remove technology barriers with customers and multiply employee capabilities Leverage your unique data and augment your business in new, unimaginable ways
- 8. Drive change programs to adopt M365 Automate knowledge base creation Optimize operations Empower employees Customized employee training Identify skills gaps in your org Effectiveness of D&I training Engage customers Opportunity health analysis Connect me to an expert Transform products Organization data management Automate legal case billing Build product Q&A and FAQs
- 9. Unlock valuable insights in hours Decision makers Insights apps Power BI Create self-service customization Business analysts Harness full AI tool suites and frameworks Developers Anyone can develop custom insights using key organizational data Workplace Analytics Microsoft Graph Data Connect Now Generally Available as a part of Workplace Analytics
- 10. ML Code Configuration Data Collection Data Verification Feature Extraction Machine Resource Management Analysis Tools Process Management Tools Serving Infrastructure Monitoring
- 11. Data access @ scale Dataset based access rather than real time API based access Data Privacy Row and column level scoping with advanced filtering capability Data Governance & Security Data controller has visibility over data throughout its entire lifecycle Secure data platform enabling Analytics and Insights for Microsoft 365
- 12. 1Microsoft Graph Microsoft 365 TrustedProductive IntelligentHybrid Azure Data and AI services
- 13. Data pipeline - Dataset based access to Microsoft 365 data supporting access to entire tenant at a time - Recurring scheduled and ad-hoc access to data (supports highly flexible scheduling) - Enabled via Azure Data Factory that integrates with Azure analytics & big data processing tools Available datasets - Email dataset - Email folder dataset - Calendar event dataset - Contact dataset - Mailbox setting dataset https://docs.microsoft.com/en-us/azure/data-factory/load-office-365-data Microsoft 365 Data access@ scale for analytics and AI
- 14. * users cannot consent to high privilege permissions; admins can turn off the ability for users to consent ** resource type = mail, calendar, people, files, etc. APIs Data connect Access Scope Single user or entire tenant Many users or groups or entire tenant Access Pattern Realtime Recurrent schedule Data Operations Operates on data master Operates on a cache of the data Data Protection Data is protected while in Microsoft 365 Data protection is extended to the cache of data in customer’s Azure subscription Who Can Consent User* or Administrator Administrator only with additional consent Permissions Granularity Signed-in user or tenant-wide Resource Types** Select groups of users Resource types** + properties Exclude users Access Tools RESTful web queries Azure Data Factory
- 15. Your data is your data Transparent Operations No one can use your data without explicit consent Exclude your most sensitive users’ data You know what applications are using what data Only data required by the application is accessible Privacy by design Scoped filtering Definethe scopeof the Microsoft 365 tenant datarequiredfor application development
- 16. - Microsoft 365 data is stored, processed, and accessed within the customer’s Azure tenancy - Continuous policy monitoring for certain policies - Any data policy violation stops the flow of data to the Azure resources Havecompletecontrol and visibility overyour Microsoft 365 tenant datain Azure
- 17. - Approve/deny data access requests by app - User and group scoping grants applications access to specific users or groups - Deny list – remove data from specific users - Access scoping lets apps scope access to specific properties from a data set
- 19. tyGraph: Get the right contact information to everyone Harmon.ie: Work by topics, not by applications Limeade: Develop managers to use more engaging practices TalentSoft: Keep employee skills up-to-date for starting new projects • Scan and archive only the important data • Find and destroy potential data loss avenues • Recommend more friendly language use • Help users discover all their data • Find your company’s best experts on any topic • Learn best practices for your business processes • Monitor roll-out of new technology • Determine which training programs are effective • Identify best salesperson practices • Train your website’s bot • Build a database of knowledge from retiring workers
- 24. harmon.ie harmon.ie Topics is an app that presents knowledge workers with information from Office 365 apps, organized by familiar topics like names of products, projects, services, or customers. Until now, workers accessed work content via disparate apps; documents in SharePoint, One Drive, Teams, or as email attachments; emails in Outlook, events in Calendar, and so on. But this is alien to how we think. Because what we think about are business topics like customers, products, and services. harmon.ie Topics, for the first time, categorizes Office 365 information the way we think, by topics, so we can focus on what matters most, our business. As an Azure managed app, harmon.ie Topics essentially leverages Microsoft technologies like the Microsoft Graph to securely connect the Azure and Microsoft 365 clouds in order to present prescriptive insights, like what to work on next, to knowledge workers. First, harmon.ie Topics analyze workers’ emails securely on the customer’s Microsoft tenant using natural language processing (NLP). To uncover business topics. Then it uses machine learning and sophisticated algorithms and the Microsoft Graph to score topics in order to surface relevant and contextual information to each individual knowledge worker. Harmon.ie Topics is uniquely tuned to help workers tasked with email and document retention tasks, by helping identify which emails should be saved to SharePoint for storage. It then helps workers select the appropriate storage location and the appropriate metadata.
- 25. ServeStore Prep and trainIngest Organizational data Streaming data Azure Kubernetes service Power BI Azure analysis services Azure SQL data warehouse Cosmos DB, SQL DB Azure Data Lake Storage Azure Data Factory Azure Event Hubs Azure Databricks Azure Machine Learning service Apps Model Serving Ad-hoc Analysis Operational Databases Privileged Access Management
- 26. Just in Time Access Audit-ready Granular Task Scoped Access (Just Enough) Privileged Admin Workflow
- 27. Data Integration Service: Serverless, Scalable, Hybrid Hybrid Pipeline Model Seamlessly span: on prem, Azure, other clouds & SaaS Run on-demand, scheduled, data-availability or on event Data Movement @Scale Cloud & Hybrid w/ 75+ connectors provided Up to 1 GB/s SSIS Package Execution Lift existing SQL Server ETL to Azure Use existing tools (SSMS, SSDT) Author & Monitor Programmability w/ multi-language SDK Visual Tools Azure
- 29. • Data cleansing, transformation, aggregation, conversion, etc. • Cloud scale via Spark execution • Easily build resilient data flows
- 30. A “no-compromises” Data Lake: secure, performant, massively-scalable Data Lake storage that brings the cost and scale profile of object storage together with the performance and analytics feature set of data lake storage No limits on data store size Global footprint (50 regions) Optimized for Spark and Hadoop Analytic Engines Tightly integrated with Azure end to end analytics solutions Automated Lifecycle Policy Management Object Level tiering Support for fine- grained ACLs, protecting data at the file and folder level Multi-layered protection via at-rest Storage Service encryption and Azure Active Directory integration Atomic file operations means jobs complete faster High throughput Object store pricing levels File system operations minimize transactions required for job completion
- 31. Azure Blob Storage Azure Data Lake Store Azure Data Lake Storage Gen2 Global scale – All Azure regions Full BCDR capabilities Tiered - Hot/Cool/Archive Cost Efficient Large partner ecosystem Built for Hadoop Hierarchical namespace ACLs, AAD and RBAC Performance tuned for big data Very high scale capacity and throughput
- 32. Object Tiering and Lifecycle Policy Management AAD Integration, RBAC, Storage Account Security HA/DR support through ZRS and RA-GRS Blob Storage HIERARCHICAL FILE SYSTEM Security Performance Enhancements Blob API Scale and Cost Effectiveness ADLS API Data Governance and Management
- 33. Fast, easy, and collaborative Apache Spark™-based analytics platform Built with your needs in mind Role-based access controls Effortless autoscaling Live collaboration Enterprise-grade SLAs Best-in-class notebooks Simple job scheduling Seamlessly integrated with the Azure Portfolio Increase productivity Build on a secure, trusted cloud Scale without limits
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- 36. Data access @ scale Dataset based access rather than real time API based access Data Privacy Row and column level scoping with advanced filtering capability Data Governance & Security Data controller has visibility over data throughout its entire lifecycle Secure data platform enabling Analytics and Insights for Microsoft 365