Microsoft Mechanics Podcast
Apply the newest engineering from Microsoft to the work you do every day. Mechanics is Microsoft's official video series for IT Pros, Solution Architects, Developers, and Tech Enthusiasts. Watch as Microsoft engineers show you how to get the most from the software, service, and hardware they built. Through in-product demos, recommendations, how-to's, and tips, they simplify complex topics so you can share them with clients, peers, and your management team. These are in-depth looks at Microsoft 365, Azure, Data and AI, Surface, Windows, and the Power Platform. Get up to speed and subscribe.
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What's new in SQL Server 2025
06/03/2025
What's new in SQL Server 2025
Streamline your entire data workflow, from real-time change capture to querying across cloud and on-prem databases, without complex migrations or code changes using SQL Server 2025. This adds deep AI integration with built-in vector search and DiskANN optimizations, plus native support for large object JSON and new Change Event Streaming for live data updates. Join and analyze data faster with the Lakehouse shortcuts in Microsoft Fabric that unify multiple databases—across different SQL Server versions, clouds, and on-prem—into a single, logical schema without moving data. Build intelligent apps, automate workflows, and unlock rich insights with Copilot and the unified Microsoft data platform, including seamless Microsoft Fabric integration, all while leveraging your existing SQL skills and infrastructure. Bob Ward, lead SQL engineer, joins Jeremy Chapman to share how the latest SQL Server 2025 innovations simplify building complex, high-performance workloads with less effort. ► QUICK LINKS: - Updates to SQL Server 2025 - Search and AI - Native JSON Support - Real-Time Change Event Streaming - Optimized Locking for Better Concurrency - Join SQL Server data with Fabric - Wrap up ► Link References Start using SQL Server 2025 at ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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What runs ChatGPT, Sora, DeepSeek & Llama on Azure? (feat. Mark Russinovich)
05/29/2025
What runs ChatGPT, Sora, DeepSeek & Llama on Azure? (feat. Mark Russinovich)
Build and run your AI apps and agents at scale with Azure. Orchestrate multi-agent apps and high-scale inference solutions using open-source and proprietary models, no infrastructure management needed. With Azure, connect frameworks like Semantic Kernel to models from DeepSeek, Llama, OpenAI’s GPT-4o, and Sora, without provisioning GPUs or writing complex scheduling logic. Just submit your prompt and assets, and the models do the rest. Using Azure’s Model as a Service, access cutting-edge models, including brand-new releases like DeepSeek R1 and Sora, as managed APIs with autoscaling and built-in security. Whether you’re handling bursts of demand, fine-tuning models, or provisioning compute, Azure provides the capacity, efficiency, and flexibility you need. With industry-leading AI silicon, including H100s, GB200s, and advanced cooling, your solutions can run with the same power and scale behind ChatGPT. Mark Russinovich, Azure CTO, Deputy CISO, and Microsoft Technical Fellow, joins Jeremy Chapman to share how Azure's latest AI advancements and orchestration capabilities unlock new possibilities for developers. ► QUICK LINKS: 00:00 - Build and run AI apps and agents in Azure 00:26 - Narrated video generation example with multi-agentic, multi-model app 03:17 - Model as a Service in Azure 04:02 - Scale and performance 04:55 - Enterprise grade security 05:17 - Latest AI silicon available on Azure 06:29 - Inference at scale 07:27 - Everyday AI and agentic solutions 08:36 - Provisioned Throughput 10:55 - Fractional GPU Allocation 12:13 - What's next for Azure? 12:44 - Wrap up ► Link References For more information, check out ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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New Microsoft 365 Copilot Tuning | Create fine-tuned models to write like you do
05/20/2025
New Microsoft 365 Copilot Tuning | Create fine-tuned models to write like you do
Create fine-tuned, task-specific models that write like you by teaching models using expert knowledge, tone, and structure - with reference information directly attached to the models themselves using Microsoft 365 Copilot Tuning. Fine-tuning adds new skills to foundational models, simulating experience in the tasks you teach the model to do. This complements Retrieval Augmented Generation, which in real-time uses search to find related information, then add that to your prompts for context. Fine-tuning helps ensure that responses meet your quality expectations for specific repeatable tasks, without needing to be prompting expert. It's great for drafting complex legal agreements, writing technical documentation, authoring medical papers, and more - using detailed, often lengthy precedent files along with what you teach the model. Using Copilot Studio, anyone can create and deploy these fine-tuned models to use with agents without data science or coding expertise. There, you can teach models using data labeling, ground them in your organization’s content - while keeping the information in-place and maintaining data security and access policies. The information contained in the task-specific models that you create stay private to your team and organization. Task-specific models and related information are only accessible to the people and departments you specify - and information is not merged into shared large language models or used for model training. Jeremy Chapman, Director on the Microsoft 365 product team, shows how this simple, zero-code approach helps the agents you build write and reason like your experts—delivering high-quality, detailed responses. ► QUICK LINKS: - Fine-tune Copilot - Tailor Copilot for specialized tasks - How it works - Create a task-specific model - Data labeling - Build agents that use your fine-tuned model - Wrap up ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics
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Agent management updates | Copilot Control System
05/06/2025
Agent management updates | Copilot Control System
Manage the rise of generative AI across your organization using the Copilot Control System in Microsoft 365. Control who can find, use, and create agents, define permissions, approve or block agent deployments, and configure billing models including pay-as-you-go or prepaid options. Get detailed visibility into how agents are used, which users and groups are driving consumption, and how much they’re costing you. With Microsoft Purview integration, monitor for sensitive data exposure, track compliance risks, and audit agent activity to stay secure and aligned with your organization’s data policies. Jeremy Chapman, Director of Microsoft 365, shares how to configure, deploy, monitor, and secure AI agents at scale. ► QUICK LINKS: - Copilot Control System - Copilot Chat - Manage agent use - Agent deployment - Visibility into how agents are used - Copilot Dashboard - DSPM for AI - Microsoft Purview agent protections - Wrap up ► Link References Check out ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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Data security for agents and 3rd party AI in Microsoft Purview
05/06/2025
Data security for agents and 3rd party AI in Microsoft Purview
Stay in control as GenAI adoption accelerates across your organization using Data Security Posture Management for AI in Microsoft Purview. With built-in visibility into how AI apps and agents interact with sensitive data—whether inside Microsoft 365 or across unmanaged consumer tools—you can detect risks early, take decisive action, and enforce the right protections without slowing innovation. Monitor usage trends, investigate prompts and responses, and respond to potential data oversharing or policy violations in real time. From compliance-ready audit logs to adaptive data protection, you’ll have the insights and tools to keep data secure as AI becomes a part of everyday work. Shilpa Ranganathan, Microsoft Purview Principal Group PM, shares how to balance GenAI innovation with enterprise-grade data governance and security. ► QUICK LINKS: - GenAI app security, governance, & compliance - Take Action with DSPM for AI - Activity logging - Control beyond Microsoft services - Use DSPM for AI to monitor data risk - ChatGPT Enterprise - Set AI Agent guardrails using DSPM for AI - Data oversharing - Audit logs - Wrap up ► Link References Check out ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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Unified data access & security with OneLake
05/06/2025
Unified data access & security with OneLake
Unify and secure your data—no matter where it lives—without sacrificing control using OneLake security, part of Microsoft Fabric. With granular permissions down to the row, column, and table level, you can confidently manage access across engines like Power BI, Spark, and T-SQL, all from one place. Discover, label, and govern your data with clarity using the integrated OneLake catalog that surfaces the right items fast. Aaron Merrill, Microsoft Fabric Principal Program Manager, shows how you can stay in control, from security to discoverability—owning, sharing, and protecting data on your terms. ► QUICK LINKS: - OneLake & Microsoft Fabric core concepts - Table level security - Column level security - Power BI report - Row level security - Data classification options - OneLake catalog - View and manage data - Governance - Microsoft Fabric integration - Wrap up ► Link References Check out our blog at Sign up for a 60-day free trial at ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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Microsoft 365 Copilot Wave 2 Spring updates
05/01/2025
Microsoft 365 Copilot Wave 2 Spring updates
Streamline your day with new, user-focused updates to Microsoft 365 Copilot. Jump into work faster with a redesigned layout that puts Chat, Search, and your agents front and center. New Copilot Search lets you yse natural language to find files, emails, and conversations—even if you don’t remember exact keywords—and get instant summaries and previews without switching apps. Create high-impact visuals, documents, and videos in seconds with the new Copilot Create experience, complete with support for brand templates. Tap into powerful agents like Researcher and Analyst to handle deep tasks or build your own with ease. And if you manage Copilot across your organization, you now have better tools to deploy, monitor, and secure AI use—all from a single view. ► QUICK LINKS: - Microsoft 365 Copilot new capabilities - Microsoft 365 Copilot app - Copilot Search - Specialized agents - Create experience - Copilot Notebooks - Updates for IT admins - Data security with AI apps & agents in Purview - Reports - Wrap up ► Link References Check out ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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Protect AI apps with Microsoft Defender
04/29/2025
Protect AI apps with Microsoft Defender
Stay in control with Microsoft Defender. You can identify which AI apps and cloud services are in use across your environment, evaluate their risk levels, and allow or block them as needed—all from one place. Whether it's a sanctioned tool or a shadow AI app, you're equipped to set the right policies and respond fast to emerging threats. Defender XDR gives you the visibility to track complex attack paths—linking signals across endpoints, identities, and cloud apps. Investigate real-time alerts, protect sensitive data from misuse in AI tools like Copilot, and enforce controls even for in-house developed apps using system prompts and Azure AI Foundry. Rob Lefferts, Microsoft Security CVP, joins Jeremy Chapman to share how you can safeguard your AI-powered environment with a unified security approach. ► QUICK LINKS: - Stay in control with Microsoft Defender - Identify and protect AI apps - View cloud apps and website in use - Allow or block cloud apps - Address security risks of internally developed apps - Example in-house developed app - System prompt - Controls in Azure AI Foundry - Defender XDR - Wrap up ► Link References Get started at ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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How Microsoft 365 Backup works and how to set it up
04/24/2025
How Microsoft 365 Backup works and how to set it up
Protect your Microsoft 365 data and stay in control with Microsoft 365 Backup —whether managing email, documents, or sites across Exchange, OneDrive, and SharePoint. Define exactly what you want to back up and restore precisely what you need to with speeds reaching 2TB per hour at scale. With flexible policies, dynamic rules, and recovery points up to 365 days back, you can stay resilient and ready. Jeremy Chapman, Director on the Microsoft 365 product team, shares how to minimize disruption and keep your organization moving forward with Microsoft 365 Backup. QUICK LINKS: - Automate recovery process - How to use Microsoft 365 Backup - Compare with migration-based solutions - How to set it up - Exchange policy for email backup - View and manage backups - Recover from a restore point - Restore from OneDrive & SharePoint - Bulk restore - Wrap up ► Link References Check out https://aka.ms/M365Backup Additional backup and restore considerations at ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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Microsoft Purview protections for Copilot
04/22/2025
Microsoft Purview protections for Copilot
Use Microsoft Purview and Microsoft 365 Copilot together to build a secure, enterprise-ready foundation for generative AI. Apply existing data protection and compliance controls, gain visibility into AI usage, and reduce risk from oversharing or insider threats. Classify, restrict, and monitor sensitive data used in Copilot interactions. Investigate risky behavior, enforce dynamic policies, and block inappropriate use—all from within your Microsoft 365 environment. Erica Toelle, Microsoft Purview Senior Product Manager, shares how to implement these controls and proactively manage data risks in Copilot deployments. ► QUICK LINKS: - Microsoft Purview controls for Microsoft 365 Copilot - Copilot security and privacy basics - Built-in activity logging - Discover and Prevent Data Loss with DSPM for AI - Protect sensitive data in AI interactions - Insider Risk Management - Monitor and act on inappropriate AI use - Wrap up ► Link References Check out Watch our show on oversharing at ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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Microsoft 365 Copilot Power User Tips
04/16/2025
Microsoft 365 Copilot Power User Tips
Take control of your workday—summarize long emails instantly, turn meeting transcripts into actionable plans, and build strategic documents in seconds using your own data with Microsoft 365 Copilot. Instead of chasing down context, ask natural prompts and get clear, detailed results complete with tone-matched writing, visual recaps, and real-time collaboration. Get up to speed on complex email threads, transform insights from missed meetings into next steps, and pull relevant content from across your calendar, inbox, and docs—all without switching tools or losing momentum. Mary Pasch, Microsoft 365 Principal PM, shows how whether you're refining a plan in Word, responding in Outlook, or catching up in Teams, Copilot works behind the scenes to help you move faster and focus on what matters. ► QUICK LINKS: - How to put Copilot to work for you - Use Copilot in Outlook to summarize email threads - Use chain-of-thought reasoning with Researcher - Reference your content & meeting recap - Use Copilot in Word to build on existing content - Use Copilot in Microsoft Teams when late to a meeting - Wrap up ► Link References Check out the free Copilot Academy at ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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Microsoft Purview: New data security controls for the browser & network
04/09/2025
Microsoft Purview: New data security controls for the browser & network
Protect your organization’s data with Microsoft Purview. Gain complete visibility into potential data leaks, from AI applications to unmanaged cloud services, and take immediate action to prevent unwanted data sharing. Microsoft Purview unifies data security controls across Microsoft 365 apps, the Edge browser, Windows and macOS endpoints, and even network communications over HTTPS —all in one place. Take control of your data security with automated risk insights, real-time policy enforcement, and seamless management across apps and devices. Strengthen compliance, block unauthorized transfers, and streamline policy creation to stay ahead of evolving threats. Roberto Yglesias, Microsoft Purview Principal GPM, goes beyond Data Loss Prevention (DLP) and shows how to ensure your data stays protected no matter where it goes. ► QUICK LINKS: 00:00 - Data Loss Prevention in Microsoft Purview 01:33 - Assess DLP Policies with DSPM 03:10 - DLP across apps and endpoints 04:13 - Unmanaged cloud apps in Edge browser 04:39 - Block file transfers across endpoints 05:27 - Network capabilities 06:41 - Updates for policy creation 08:58 - New options 09:36 - Wrap up ► Link References Get started at ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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How to set up Windows 365 (2025 tutorial)
04/02/2025
How to set up Windows 365 (2025 tutorial)
Set up and access your Cloud PCs from anywhere with a full Windows experience on any device using Windows 365. Whether you're working from a browser, the Windows app, or Windows 365 Link, your desktop, apps, and settings are always available—just like a traditional PC. As an admin, you can quickly provision and manage Cloud PCs for multiple users with Microsoft Intune. Scott Manchester, Windows Cloud Vice President, shows how easy it is to set up secure, scalable environments, ensure business continuity with built-in restore, and optimize performance with AI-powered insights. ► QUICK LINKS: - Windows 365 Cloud PC - Benefits to Cloud PCs - How to set it up - Provisioning process - Options to connect to Cloud PC - Restore Cloud PC - Backups for PC forensics - Failover options - Change Cloud PC specs - Connect from personal devices - Wrap up ► Link References Check out ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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New reasoning agents: Researcher and Analyst in Microsoft 365 Copilot
04/02/2025
New reasoning agents: Researcher and Analyst in Microsoft 365 Copilot
Analyze data and research with expertise on demand, and automate workflows with intelligent agents in Microsoft 365 Copilot. Analyst thinks like a data scientist and Researcher like an expert, so you can uncover insights, validate logic, and generate expert-level reports in minutes. And using Microsoft Copilot Studio, build your own autonomous AI agents to streamline multi-step processes with deep reasoning, like responding to RFPs or synthesizing internal knowledge, incorporating Copilot Flows as automated actions. No need for perfect prompts—just describe what you need, and Copilot will reason through the task, surface key insights, and deliver actionable results faster than ever. Jeremy Chapman, Microsoft 365 Director, walks you through how to use these AI-driven agents step-by-step, from data analysis to research and automation. ► QUICK LINKS: 00:00 - Reasoning agents in Microsoft 365 Copilot 00:59 - Analyst 02:58 - Researcher 04:46 - How it differs from other models 05:29 - How to build your own deep reasoning agent 07:58 - Wrap up ► Link References To get started, check out ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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How AI and agents transform frontline work
03/25/2025
How AI and agents transform frontline work
Stay productive and connected with AI-powered experiences for frontline workers using Android and iOS devices to quickly sign in, manage tasks, find information, and collaborate with team members. Easily access essential resources, check inventory, and get instant answers from Copilot Chat and AI agents that you can build in SharePoint and Microsoft Copilot Studio. Microsoft 365’s latest device experiences take frontline productivity and customer interactions to the next level—from improving customer interactions to managing worksites. Avery Salumbides, Microsoft 365 Frontline Product Manager, demonstrates key updates across Microsoft Teams, Copilot, and AI agents on mobile, plus essential admin setup considerations to equip your frontline. ► QUICK LINKS: - Microsoft 365 AI-powered and Android and iPhone experiences - Demo- Frontline worker experience - Streamlined Task Management in Teams and using your own apps - Use AI with Copilot Chat and agents to access information - Connect with peers and translate conversations in Microsoft Teams - Shift management & scheduling - even with nearby locations - How to get it running in Microsoft 365 admin center - Information access and setting up QR + PIN in Microsoft Entra - Wrap up ► Link References Get started at ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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Introducing Microsoft Purview Data Security Investigations
03/24/2025
Introducing Microsoft Purview Data Security Investigations
Investigate data security, risk and leak cases faster by leveraging AI-driven insights with Microsoft Purview Data Security Investigations. This goes beyond the superficial metadata and activity-only signals found in incident management and SIEM tools, by analyzing the content itself within compromised files, emails, messages, and Microsoft Copilot interactions. Data Security Investigations allows you to pinpoint sensitive data and assess risks at a deeper level—quickly understanding the value of what’s been exposed. Then by mapping connections between compromised data and activities, you can easily find the source of the security risk or exposure. And using real-time risk insights, you can also apply the right protections to minimize future vulnerabilities. Data Security Investigations is also integrated with Microsoft Defender incident management as part your broader SOC toolset. Nick Robinson, Microsoft Purview Principal Product Manager, joins Jeremy Chapman to share how to enhance your ability to safeguard critical information. ► QUICK LINKS: - Microsoft Purview Data Security Investigations - Risks of data theft & data leaks - Start an investigation - Results of an investigation - Vector-based search & semantic indexing - Use AI for the investigation - Map activities - Connect SOC & Data Security teams - Known leaked information - Steps to get DSI up and running - Wrap up ► Link References Get started at Stay up-to-date with our blog at ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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Introducing Copilot in the Microsoft 365 admin centers
03/17/2025
Introducing Copilot in the Microsoft 365 admin centers
Streamline daily admin tasks with AI-powered insights, natural language queries, and automation using Microsoft 365 Admin Copilot. Quickly recap key updates, monitor service health, and track important changes—all in one place. No more digging through multiple pages—just ask Copilot for the answers you need, grounded in real-time data from your tenant. From finding users and managing licenses to generating visual insights and automating tasks with PowerShell, use Copilot to simplify complex admin workflows and save valuable time. For Copilot in the admin center to light up, all you need is one active Microsoft 365 Copilot license for any user in your tenant and from the Microsoft 365 admin center, you can get started right away. Jeremy Chapman, Director of Microsoft 365, demonstrates how to leverage Copilot for proactive guidance, whether in the Microsoft 365 admin center or directly within Copilot Chat. ► QUICK LINKS: 00:00 - Copilot in Microsoft 365 00:42 - Use Copilot for change management 02:13 - Stay ahead of upcoming changes 03:31 - User and licensing queries 04:21 - Generate Visual Insights for Licensing and Usage 04:50 - Author PowerShell scripts for bulk operations 06:07 - Copilot Chat using Microsoft 365 Admin agent 07:37 - Copilot admin coming soon 07:51- Wrap up ► Link References For more information, check out Start using Microsoft 365 Copilot in the Microsoft 365 admin center at ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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Introducing Azure AI Foundry - Everything you need for AI development
03/10/2025
Introducing Azure AI Foundry - Everything you need for AI development
Create agentic solutions quickly and efficiently with Azure AI Foundry. Choose the right models, ground your agents with knowledge, and seamlessly integrate AI into your development workflow—from early experimentation to production. Test, optimize, and deploy with built-in evaluation and management tools. See how to leverage the Azure AI Foundry SDK to code and orchestrate intelligent agents, monitor performance with tracing and assessments, and streamline DevOps with production-ready management. Yina Arenas, from the Azure AI Foundry team, shares its extensive capabilities as a unified platform that supports you throughout the entire AI development lifecycle. ► QUICK LINKS: - Create agentic solutions with Azure AI Foundry - Model catalog in Azure AI Foundry - Experiment in the Azure AI Foundry playground - Create and customize agents - Assess and improve agents - Monitor and manage apps - Create a multi-agentic app in code - Create a Sender agent - How to connect orchestration logic - Watch agents work - Wrap up ► Link References Get started with Azure AI Foundry at ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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Connect to any data with Shortcuts, Mirroring and Data Factory using Microsoft Fabric
03/03/2025
Connect to any data with Shortcuts, Mirroring and Data Factory using Microsoft Fabric
Easily access and unify your data for analytics and AI—no matter where it lives. With OneLake in Microsoft Fabric, you can connect to data across multiple clouds, databases, and formats without duplication. Use the OneLake catalog to quickly find and interact with your data, and let Copilot in Fabric help you transform and analyze it effortlessly. Eliminate barriers to working with your data using Shortcuts to virtualize external sources and Mirroring to keep databases and warehouses in sync—all without ETL. For deeper integration, leverage Data Factory’s 180+ connectors to bring in structured, unstructured, and real-time streaming data at scale. Maraki Ketema from the Microsoft Fabric team shows how to combine these methods, ensuring fast, reliable access to quality data for analytics and AI workloads. ► QUICK LINKS: 00:00 - Access data wherever it lives 00:42 - Microsoft Fabric background 01:17 - Manage data with Microsoft Fabric 03:04 - Low latency 03:34 - How Shortcuts work 06:41 - Mirroring 08:10 - Open mirroring 08:40 - Low friction ways to bring data in 09:32 - Data Factory in Microsoft Fabric 10:52 - Build out your data flow 11:49 - Use built-in AI to ask questions of data 12:56 - OneLake catalog 13:36 - Data security & compliance 15:10 - Additional options to bring data in 15:42 - Wrap up ► Link References Watch our show on Real-Time Intelligence at Check out Open Mirroring at ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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Copilot Control System explained
02/27/2025
Copilot Control System explained
With the Copilot Control System, you can control Copilot experiences spanning IT administrator tools used every day across the Microsoft 365, Microsoft Purview, and Power Platform admin centers. As an IT administrator, you’re in control of Microsoft 365 Copilot and agent experiences, ensuring security and compliance while optimizing productivity. Copilot Control System focuses on three core areas, where Microsoft Copilot services and the agents you create and use have unmatched manageability and visibility, compared to other AI options. —Protect your data by enabling intelligent grounding on enterprise data that respects your organization's controls. —Management controls to govern access and usage by setting who can use Copilot and agents, while monitoring agent status and lifecycle. —Report and measure impact with detailed insights into adoption patterns, usage, and ROI, to help you track and maximize business value. ► QUICK LINKS: 00:00 - Copilot Control System 00:40 - Data Protection 01:32 - Built-in Content Filters 02:33 - Management Controls 03:12 - Measurement and Reporting 03:59 - Wrap up ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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Introducing Face Check with Microsoft Entra Verified ID
02/24/2025
Introducing Face Check with Microsoft Entra Verified ID
Protect your organization from account takeover and hiring fraud as deepfake impersonation threats grow. With Microsoft Entra Verified ID, you can use Face Check to verify identities in real time against government-issued IDs like driver’s licenses and passports. Use Face Check with integrated solutions for • new employee, guest or admin onboarding • step-up authentication to access sensitive information • securing common helpdesk-driven tasks, like user account recovery Setup is simple and has been designed so that both the enterprise and the person verifying their identity maintain control—without storing or passing biometric information like other face matching solutions. Join Ankur Patel, from the Microsoft Entra team, as he demonstrates how Face Check with Verified ID works and how to set it up. ► QUICK LINKS: - Face Check with Microsoft Entra Verified ID - AI-powered identity verification - First time user experience - How it works - Use cases - Set it up - Update an app for Face Check - Access packages - Wrap up ► Link References For more information, check out Watch the complete playlist for Microsoft Entra Suite at Access a list of identity verification providers at ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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Introducing the Microsoft Purview Unified Catalog | Get control of your data
02/24/2025
Introducing the Microsoft Purview Unified Catalog | Get control of your data
Locate, access, and trust the data you need using Microsoft Purview's Unified Catalog. By leveraging AI-powered search and automated quality checks, you can use data across your organization while staying compliant and meeting privacy standards. With streamlined approval workflows, request and gain access to data quickly, collaborate with stakeholders, and ensure data quality across projects. Daniel Hidalgo, Microsoft Purview Senior Product Manager, joins Jeremy Chapman to share how to manage data governance, drive better decisions, and support meaningful AI outcomes with Microsoft Purview. ► QUICK LINKS: - Microsoft Purview Data Governance - Data visibility and access - Universal data catalog - Crowdsourcing approach - Business user demo - How it works - Create new governance domain - Define data products - Automate data quality checks - Day-to-day management - Wrap up ► Link References Get started at ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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How to set up agents and Microsoft 365 Copilot Chat now included with Microsoft 365
02/11/2025
How to set up agents and Microsoft 365 Copilot Chat now included with Microsoft 365
Get AI-powered assistance using Copilot Chat and agents in Microsoft 365 without a Microsoft 365 Copilot license. Research faster, analyze files with data protections, and automate repetitive tasks with Microsoft 365 Copilot Chat. Create and use agents to streamline workflows, with pay-as-you-go billing so you only pay for what you use. See how to easily configure access, pin Copilot Chat for quick use, and manage agent authoring in Copilot Studio. Jeremy Chapman, Director of Microsoft 365 shows how to optimize productivity while controlling costs. ► QUICK LINKS: - Copilot Chat and agents - How to use Copilot Chat - Use agents in Copilot Chat - Compare with Microsoft 365 Copilot - Make it discoverable - Configure access for author agents - Pay-as-you-go - Wrap up Link References Get a detailed comparison to Microsoft 365 Copilot at See how how pay-as-you-go works at For more information, check out For detailed Copilot enablement guidance go to Unfamiliar with Microsoft Mechanics? As Microsoft’s official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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Using Azure AI Foundry SDK for your AI apps and agents
02/07/2025
Using Azure AI Foundry SDK for your AI apps and agents
Design, customize and manage your own custom applications with Azure AI Foundry right from your code. With Azure AI Foundry, leverage over 1,800 models, seamlessly integrating them into your coding environment to create agents and tailored app experiences. Utilize Retrieval Augmented Generation and vector search to enrich responses with contextual information, as well with built-in services to incorporate cognitive skills such as language, vision, and safety detection. Dan Taylor, Principal Product Architect for Azure AI Foundry SDK, also shares how to streamline your development process with tools for orchestration and monitoring. Use templates to simplify resource deployment and run evaluations against large datasets to optimize performance. With Application Insights, gain visibility into your app's metrics, enabling data-driven decisions for continuous improvement. ► QUICK LINKS: 00:00 - Manage AI apps in Azure AI Foundry 00:27 - What's in the Azure AI Foundry 01:37 - Ground apps using your own data 03:03 - Retrieval Augmented Generation 03:48 - Using vector search 04:17 - Set up your coding environment 06:11 - How to build AI apps in code 07:16 - Using traces 07:45 - Evaluating performance against large data sets 08:19 - Options for monitoring your AI apps 08:58 - Wrap up ► Link References Find the Azure AI Foundry at Check out our code samples at ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics
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High Performance Computing in Azure - with Mark Russinovich
01/13/2025
High Performance Computing in Azure - with Mark Russinovich
See the latest innovations in silicon design from AMD with new system-on-a-chip high bandwidth memory breakthroughs with up to 7 terabytes of memory bandwidth in a single virtual machine - and how it's possible to get more than 8x speed-ups without sacrificing compatibility from the previous generation to HBv5. These use AMD EPYC™ 9004 Processors with AMD 3D V-Cache™ Technology. And find out how Microsoft's own silicon including custom ARM-based Cobalt CPUs and Maia AI accelerators for performance and power efficiency. Mark Russinovich, Azure CTO, Deputy CISO, Technical Fellow, and Microsoft Mechanics lead contributor, shows how with workloads spanning Databricks, Siemens, Snowflake, or Microsoft Teams, Azure provides the tools to improve efficiency and performance in your datacenter at hyperscale. ► QUICK LINKS: - 7TB memory bandwidth in a single VM - Efficiency and optimization - Choose the right hardware for workloads - Microsoft Cobalt CPUs and Maia AI accelerators - Hardware innovation for diverse workloads - Speedups with HBv5 VMs - Compatibility moving from HBv4 to HBv5 - Future of HPC - Wrap up ► Link References Check out For more about HBv5 go to ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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One-click AI agents in SharePoint and Teams - focused on files you select (Microsoft 365 Copilot)
11/25/2024
One-click AI agents in SharePoint and Teams - focused on files you select (Microsoft 365 Copilot)
Streamline your workflow and enhance team collaboration with one-click AI agents in Microsoft 365 Copilot. Automate responses, generate detailed documents, and maintain up-to-date content without moving files outside Microsoft 365. Agents utilize your existing content to provide accurate and efficient outputs, saving you time and ensuring consistency. Integrate them into Microsoft Teams to facilitate real-time information sharing and collaboration. CJ Tan, Microsoft SharePoint and OneDrive GPM, shares the steps to get started building custom AI agents. ► QUICK LINKS: - Create specialist agents in one click - How to create an agent - Data security & version control - Customize your agent - Access and permissions - Test it out - Use agents in Teams - Agent files - Wrap up ► Link References For more ideas and details for building your own agents, check out ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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Build autonomous SQL databases in Microsoft Fabric
11/23/2024
Build autonomous SQL databases in Microsoft Fabric
Spin up SQL databases in seconds with Microsoft Fabric, seamlessly integrating your operational and analytical data across multiple clouds. Use AI to scale, tune, and secure databases, so you can focus on building powerful, data-rich applications without the manual management overhead. Create and host API endpoints directly from your SQL database in one click, enabling seamless interaction with your data using popular frameworks like React. Integrate your database management into your CI/CD pipelines with ease, ensuring high availability and streamlined development processes. Anna Hoffman, Principal GPM, SQL database in Microsoft Fabric, joins Jeremy Chapman, Director of Microsoft 365, to show you how to get started. ► QUICK LINKS: - SQL database in Microsoft Fabric - A new class of autonomous database - Spin up a database in seconds - Use APIs to read and write data - Integrate into CI/CD pipeline & source control - Bring in data from across your data estate - Vector-based semantic search with keyword search - See a finished app - Query performance - Security and control - Wrap up ► Link References Sign up for a free trial at ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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Azure Database for PostgreSQL Flexible Server - Elastic Clusters, faster disks, and AI updates
11/22/2024
Azure Database for PostgreSQL Flexible Server - Elastic Clusters, faster disks, and AI updates
Increase scalability, optimize performance, and integrate advanced AI features with Azure Database for PostgreSQL Flexible Server. Scale up with SSD v2 for up to 4x more transactions per second and significantly lower latency. Scale out effortlessly with elastic clusters using Citus, distributing workloads across multiple servers at no extra cost. Optimize performance with Automatic Index Tuning, reducing server utilization and enhancing efficiency. Leverage advanced AI features like DiskANN, semantic reranking, and Graph RAG to build better AI apps. Charles Feddersen, Partner Director of Program Management for Postgres at Microsoft, joins Jeremy Chapman to show you how to build scalable, high-performance AI apps on Azure PostgreSQL Flexible Server today. ► QUICK LINKS: - Azure Database for Postgres Flexible Server - Updates to PostGreSQL - Faster storage with SSD v2 - Scale out workloads using elastic cluster - Provision an elastic cluster - Scale "in-place" - Eliminate redundant indexes - Optimize server parameters - Improve AI apps with Postgres Flexible Server - Code behind queries using PG Admin - Scale workloads - Wrap up ► Link References Get started at Access code at ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram:
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Data Security Posture Management (DSPM), new to Microsoft Purview Unlisted
11/22/2024
Data Security Posture Management (DSPM), new to Microsoft Purview Unlisted
Stay ahead of evolving risks and mitigate vulnerabilities with Microsoft Purview Data Security Posture Management (DSPM). Gain prioritized visibility into data security risks, track unprotected sensitive information, and receive actionable insights. With built-in classifiers, automated risk assessments, and AI-powered capabilities like Security Copilot, you can identify and mitigate threats, ensuring a compliant data security environment. Talhah Mir, Microsoft Purview’s Principal Group Product Manager, shows how to transform your data security strategy with automated, intelligent risk management and maintain continuous protection across your organization. ► QUICK LINKS: - Build and maintain a strong data security posture - Start in Microsoft Purview Portal - Microsoft Purview solutions - Analytic reports - Take action - AI app-focused view - View trends - Add Security Copilot capabilities - Wrap up ► Link References Get started at ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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Introducing Windows 365 Link
11/22/2024
Introducing Windows 365 Link
Windows 365 Link is the first Cloud PC device purpose-built for Windows 365. It can connect to your Cloud PC in seconds with a simple sign-in, accessing a familiar Windows Desktop with high-fidelity performance. Windows 365 Link offers seamless setup and streamlined management through Microsoft Intune, ensuring your IT environment is efficiently maintained alongside other PCs. As a stateless and adminless device, it does not store user profile data or install additional software. Optimize your work experience with passwordless authentication, high-performance video conferencing, and support for essential peripherals. Designed with a robust security posture, Windows 365 Link provides data protection with features like Secure Boot, BitLocker encryption, Hypervisor-based Code Integrity, and more. Jalleen Ringer, Partner GPM for Windows Cloud Endpoints, shows how Windows 365 Link is the ideal choice for secure, scalable, and efficient cloud computing. ► QUICK LINKS: - Windows 365 Link—First Cloud PC device purpose-built for Windows 365 - What it's like to use Windows 365 Link - Ports and connectivity - Set it up - Device management - Wrap up ► Link References Check out ► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: • Talk with other IT Pros, join us on the Microsoft Tech Community: • Watch or listen from anywhere, subscribe to our podcast: ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: • Share knowledge on LinkedIn: • Enjoy us on Instagram: • Loosen up with us on TikTok:
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