Viva Topics can surface goldβor noise. Turn AI guesses into trusted answers by triaging topics in week one, curating only what matters, merging duplicates without losing links, and designing rich, action-first topic cards. With the right governance, SMEs, and analytics, people stop βsearchingβ and start finding.
You experience the power of viva topics integration when you search for information inside microsoft systems. The AI in viva quickly finds and organizes knowledge from your communication and content. This helps you engage with accurate topics and manage information faster. Subject matter experts guide management and keep your knowledge management strong. You save time and boost your confidence in the information you use every day.
Key Takeaways
- Viva Topics acts as a smart knowledge assistant, helping you find and organize information quickly across Microsoft 365 apps.
- AI-driven topic cards deliver relevant information right when you need it, reducing the time spent searching for answers.
- Integration with SharePoint allows for seamless access to documents and expert resources, enhancing your workflow.
- You can assign subject matter experts to ensure the accuracy and relevance of topics, maintaining high knowledge management standards.
- Analytics in Viva help you track engagement with topics, allowing for continuous improvement and updates to your knowledge base.
- Using Viva Topics in Teams and Outlook enhances collaboration, making it easier to share knowledge and stay informed.
- A clear implementation plan and proper licensing are essential for successful adoption of Viva Topics in your organization.
- Viva Topics integration can lead to significant time savings and improved productivity, providing a strong return on investment.
8 Surprising Facts About Microsoft Viva Topics
- Viva Topics uses AI to automatically create topic pages from content across Microsoft 365, including SharePoint, so people discover expertise without manual curation — a key benefit of viva topics sharepoint integration.
- It can generate topic cards that appear inside Microsoft 365 apps (like Outlook and Teams) providing context inline, which reduces time spent searching for information.
- Viva Topics links people to subject matter experts by surfacing profiles and document authors, effectively mapping organizational knowledge even when explicit directories are missing.
- Organizations retain control: Viva Topics uses configurable topic centers and approval workflows so suggested topics can be reviewed, merged, or rejected before they go live.
- The AI assigns relevance scores and highlights key phrases from documents, not just titles, which lets Viva Topics uncover niche or emergent topics that traditional metadata misses.
- It respects data residency and permissions — topic content and topic cards only show information users already have access to, making viva topics sharepoint integration secure for sensitive SharePoint libraries.
- Viva Topics supports multilingual environments and can surface translated topic summaries, helping globally distributed teams find consistent knowledge across languages.
- Beyond knowledge discovery, Viva Topics can improve onboarding and reduce repeated questions by building a living knowledge hub that integrates with SharePoint pages and hubs, turning scattered content into reusable organizational expertise.
Viva Topics Integration in Microsoft 365
What Is Microsoft Viva Topics?
You can think of Microsoft Viva Topics as your organization’s smart knowledge assistant. It uses advanced AI to find, organize, and deliver information right when you need it. This tool helps you engage with knowledge across Microsoft 365 apps, including SharePoint, Teams, and Outlook. You do not have to search through endless files or emails. Viva Topics brings trusted answers to you, so you can focus on your work.
Here is a quick look at what sets Microsoft Viva Topics apart from other knowledge management solutions:
| Feature | Description |
|---|---|
| Contextual Delivery of Knowledge | Knowledge is delivered at the moment of need, allowing you to verify your understanding immediately. |
| Integration within Microsoft 365 | Topics can be accessed seamlessly across Microsoft Teams, Outlook, SharePoint, and other apps. |
| AI-Driven Information Surfacing | AI surfaces relevant information and connects you with subject matter experts efficiently. |
How Viva Topics Integration Works
AI-Driven Topic Discovery
Viva Topics integration uses AI to scan your organization’s content and communication. It identifies important topics, such as projects, products, or processes, and creates topic cards. These cards show up in Microsoft Search, SharePoint, and other Microsoft 365 apps. You see summaries, key documents, and links to experts without leaving your workflow. This AI-driven approach helps you engage with information faster and more accurately.
Triage and Curation Process
After AI discovers topics, you and your team can review and manage them. This triage process lets you approve, edit, merge, or reject topics. Subject matter experts play a key role here. They make sure the information is correct and up-to-date. You can assign knowledge managers to oversee the topic management dashboard. They confirm or edit topics, view feedback, and keep the knowledge base relevant. This process ensures that only the most valuable topics reach your organization.
Role of Microsoft Search and SharePoint
Microsoft Search and SharePoint work together to support seamless knowledge discovery through Viva Topics integration. When you search for information, Microsoft Search returns topic cards as primary answers if your query matches a topic. You can find these cards on the SharePoint start page, Office.com, or within SharePoint pages. This makes it easy to engage with the right information at the right time.
SharePoint integration means topics are highlighted on news and pages. You can hover over a highlighted topic to see a summary or click for more details. SharePoint acts as the backend for organizing and accessing project files, while Viva Topics uses AI to organize knowledge and create topic pages. Integrating SharePoint with Viva Topics helps you discover content quickly and collaborate with your team.
Here is a table showing how each component supports knowledge discovery:
| Component | Role in Knowledge Discovery |
|---|---|
| Microsoft Search | Returns topic cards as primary answers to relevant search queries |
| SharePoint | Serves as the backend for organizing and accessing project files |
| Viva Topics | Uses AI to organize knowledge and create topic pages |
Centralized topic pages in SharePoint give you a single place to find key information and resources. You can customize SharePoint site navigation for easy access to important pages. Integrated search helps you find relevant content quickly, even within Viva Engage communities. Permissions let you control who can access and manage topics. You can make topics available to everyone, selected groups, or keep them private. This ensures that only authorized users see sensitive information.
Tip: By integrating SharePoint with Viva Topics, you streamline collaboration and make sure your team always has timely access to the knowledge they need.
Viva Topics integration with Microsoft 365 systems empowers you to engage with knowledge, connect with experts, and keep your organization’s information accurate and accessible.
Knowledge Management Benefits
Faster Information Discovery
You often spend too much time searching for the right information in your organization. With viva topics integration, you can find answers faster. The AI in viva scans content across microsoft 365 apps, including sharepoint, and organizes it into topics. When you search for something, you see topic cards that summarize key details and point you to expert resources. This process reduces the time you spend digging through files or emails. You engage with the information you need right away, which helps you stay productive and confident in your work.
Sharepoint plays a major role in this process. It acts as the foundation for storing and organizing documents. Viva uses this structure to surface relevant topics. You do not have to remember where a file is saved. Instead, you rely on the integration between viva and sharepoint to deliver knowledge management benefits directly to you. This approach transforms your daily workflow and makes knowledge management systems more effective.
Action-First Topic Cards
Viva topics introduces action-first topic cards that appear across microsoft 365 apps. These cards give you immediate access to important information without leaving your current application. You see descriptions, links to expert resources, and related topics right where you work. This feature streamlines your workflow and helps you engage with knowledge quickly.
- Topic cards display descriptions and expert resources quickly.
- They help you find information without sifting through files or emails.
- The contextual appearance of these cards across microsoft 365 apps makes internal knowledge readily accessible.
You benefit from this seamless experience. You do not need to switch between systems or interrupt your tasks. The integration between viva, sharepoint, and other apps ensures that you always have the right information at your fingertips. This approach supports microlearning by delivering small, relevant pieces of knowledge when you need them most. You engage with topics, complete tasks, and move forward with confidence.
SME Assignment and Governance
Strong governance is essential for effective knowledge management. Viva topics allows you to assign subject matter experts (SMEs) to oversee the accuracy and relevance of topics. These experts review, edit, and approve topics to ensure that your organization’s knowledge stays up-to-date.
You can choose different governance models for SME assignment. The authoritative model gives a designated group the responsibility to add and edit topics. The fully crowd-sourced model lets anyone in your organization contribute to topics. Here is a comparison of these models:
| Governance Model | Description |
|---|---|
| Authoritative model | A designated group is tasked with the responsibility of adding and editing topics. |
| Fully crowd-sourced model | Any individual within the organization has the ability to add and edit topics. |
You decide which model fits your organization best. With SME assignment, you maintain high standards for knowledge management. You engage experts, keep topics accurate, and build trust in your knowledge base. Sharepoint supports this process by providing a secure platform for managing permissions and access. You ensure that only authorized users can edit or view sensitive topics.
Viva topics integration with sharepoint and microsoft 365 apps empowers you to engage with knowledge, streamline collaboration, and support continuous improvement in your organization’s knowledge management systems.
Analytics and Continuous Improvement
You want your organization to grow and adapt. Viva gives you the tools to make that happen. When you use analytics in Viva, you see how your team interacts with topics every day. You track which topics get the most views and which ones need more attention. This helps you understand what your team values and where you can improve your knowledge management.
Viva organizes information into topic cards. These cards appear right in your workflow. You do not have to leave your current task to find answers. You engage with knowledge as you work, which saves time and keeps you focused. The integration with Microsoft 365 systems means you always have access to the latest information.
Analytics in Viva show you how often people engage with topics. You see click-through rates, topic views, and user feedback. This data helps you measure the impact of your knowledge management efforts. You can spot trends and make changes that help your team work better.
Note: When you notice that a topic is not getting enough engagement, you can update the topic page or add new resources. This keeps your knowledge base fresh and useful.
Viva encourages you and your team to edit and enhance topic pages. You do not have to wait for someone else to make improvements. You can add new information, update details, or link to related topics. This promotes a culture of continuous learning and improvement. Everyone gets a chance to engage with the knowledge and make it better.
Here are some ways analytics in Viva support continuous improvement:
- You identify which topics are most valuable to your team.
- You engage with topic cards directly in your workflow.
- You see which topics need updates or more resources.
- You encourage everyone to edit and improve topic pages.
- You build a stronger knowledge management system over time.
When you use analytics and engage with topics, you help your organization grow. You make sure your knowledge management stays relevant and effective. Viva gives you the power to drive continuous improvement and keep your team connected to the information they need.
User Experience and Impact

Contextual Knowledge in Microsoft Search
You experience a new level of employee engagement when you use Microsoft Search with viva topics. As you type a question or search for information, you see topic cards appear right in your results. These cards give you quick access to important details, documents, and experts. You do not need to leave your workflow or open extra tabs. This approach supports contextual microlearning by delivering knowledge at the moment you need it. You engage with information faster, which helps you stay focused and productive. Microsoft Search connects with sharepoint and other systems to make sure you always find the most relevant topics. You engage with these cards, which improves your communication and helps you make better decisions.
Topic Highlights in SharePoint
Sharepoint makes it easy for you to engage with topics and improve workplace collaboration. You see topic highlights directly on pages, news, and document libraries. These highlights use metadata as digital tags to organize and discover documents. Content types apply consistent metadata, making search easier. Customized views let you filter and organize content based on what matters to you. Search verticals create special search scopes for different content types, so you get better results. Personalized home pages show you relevant content based on your behavior, which increases employee engagement. Hub sites bring together navigation and content from related sites, making discovery simple.
- Metadata tags help you find documents quickly.
- Content types keep information organized.
- Customized views let you focus on what you need.
- Search verticals improve your search results.
- Personalized home pages and hub sites boost your engagement.
You engage with sharepoint every day to find topics, connect with teams, and support communication. This seamless experience helps you build strong workplace collaboration and keeps your organization’s knowledge accessible.
Collaboration in Microsoft Teams and Outlook
You rely on viva topics to enhance collaboration in teams and outlook. Viva uses AI to gather and present information you and your coworkers access most often. You see documents from sharepoint, lists of team members, and details about meetings related to your topics. This makes it easy to engage with your team and stay updated on projects. You share knowledge, ask questions, and communicate without switching between systems. Viva topics encourage employee engagement by making collaboration part of your daily routine. You engage with topics, share ideas, and improve communication in every meeting and message. This approach supports workplace collaboration and helps you achieve your goals together.
Tip: Use viva topics in teams and outlook to keep everyone informed and engaged. You build stronger connections and improve communication across your organization.
You see how viva, sharepoint, and microsoft teams work together to support employee engagement, communication, and collaboration. You engage with topics every day, making your work easier and more effective.
Use Cases for Organizations
Onboarding and Training
You want new employees to feel confident and productive from their first day. Viva and SharePoint help you create a smooth onboarding process. You give new hires a centralized hub for company resources and policies. You provide access to training materials that ensure a consistent experience for everyone, even in remote settings. With Viva Topics, you organize knowledge into easy-to-find repositories. You link topics to specific roles, so new employees receive information that matches their job. You embed links to topics in Teams and other communication tools. This makes it simple for employees to engage with the right resources at the right time.
- You offer a single location for all onboarding documents.
- You connect new hires to experts and teams through topic cards.
- You ensure every employee can engage with training, no matter where they work.
This approach helps you build a culture of learning and engagement. You reduce confusion and speed up the time it takes for employees to contribute.
Project Collaboration
You improve project collaboration when you use Viva, SharePoint, and Teams together. You organize project files and discussions in SharePoint. You use Viva Topics to surface key information and connect teams to the right resources. You engage with topic cards that show up in Teams chats and meetings. These cards give you quick access to project details, related documents, and expert contacts. You do not waste time searching for files or asking for updates. You engage with your team and move projects forward faster.
- You keep everyone on the same page with shared topics.
- You use SharePoint to store and organize project documents.
- You rely on Viva to highlight important topics during team meetings.
- You encourage teams to engage with knowledge and share insights.
This system supports real-time collaboration and helps you achieve better results. You build stronger connections and keep your projects on track.
Compliance and Governance
You need to protect sensitive information and follow company policies. SharePoint and Viva give you the tools to manage compliance and governance. You set permissions in SharePoint to control who can view or edit topics. You assign subject matter experts to oversee topic accuracy and relevance. You use Viva to track engagement and update topics as rules change. You engage with governance models that fit your organization, whether you prefer a small group of experts or a crowd-sourced approach.
- You keep your knowledge base secure with SharePoint permissions.
- You ensure topics stay accurate with regular reviews.
- You engage employees in maintaining compliance through Teams and Viva.
This approach helps you reduce risk and build trust in your knowledge management systems. You support a culture of responsibility and collaboration across your organization.
Integration Details and Security
Data Sources and Permissions in SharePoint
You can connect many data sources to viva topics through sharepoint. This integration helps you organize and protect your organization’s knowledge. You control who can see and edit topics by setting permissions in sharepoint. Users must have the right license in Microsoft Entra ID to access viva topics. Sharepoint permissions decide what information each person can view. When you engage with documents in sharepoint, you see topic names if you already have access to those files. Viva engage also lets you see topic names in posts, but you do not get new access to resources unless you already have permission.
Here is a table that shows how different data sources work with permissions:
| Data Source Type | Permissions Management |
|---|---|
| SharePoint Online | Users must be licensed in Microsoft Entra ID to access viva topics. SharePoint permissions control visibility of information. |
| Viva Engage | Users can see topic names in posts if they have access, but no new access is granted. |
| General Visibility | Users see topic names in sharepoint documents tagged with topics, based on permissions. |
You keep your organization’s knowledge safe by using these permission settings. You make sure only the right people can engage with sensitive information.
Security and Privacy Controls
You want to protect your organization’s knowledge and privacy. Microsoft viva topics gives you strong security and privacy controls. Microsoft 365 admins can set who can access different modules. You can crowdsource information, but knowledge managers review and curate topics to keep them accurate. You can also exclude certain topics or sites from being indexed. Viva topics follows GDPR rules, so personal data stays private. Only individuals can see their own data. Built-in safeguards like aggregation and de-identification protect user privacy.
Knowledge managers play a big role in keeping your content safe. They check AI-generated topic suggestions and decide if they are useful. They improve topics before publishing them for everyone. You can edit and publish topics, but knowledge managers make sure the content stays high quality and relevant.
Note: You can trust viva topics to keep your organization’s information secure while you engage with knowledge every day.
Customization and Scalability
You can customize viva topics to fit your business needs. You choose how to organize topics, assign knowledge managers, and set up permissions in sharepoint. You can scale viva topics as your organization grows. You add more users, connect new data sources, and expand your knowledge base without losing control.
Microsoft viva is a suite of applications that enhances overall knowledge management within an organization. The real value comes when you combine or integrate apps with Microsoft Teams. Viva topics helps connect people with knowledge and experts across the organization, enabling faster learning, better connections, and innovation by making information and knowledge easier to find. Topics applies Artificial Intelligence (AI) to identify knowledge and experts, then organizes data into shared topics.
You engage with viva topics in sharepoint, teams, and viva engage. You build a flexible system that grows with your organization. You make sure everyone can find and share knowledge, no matter how your business changes.
Adoption Considerations
Implementation Steps
You can start your viva journey by following a clear set of steps. First, decide on a model that fits your organization. You might want to set up a steering group and run a workshop to make important decisions. Next, build a champion network. Introduce viva to your existing champions so they can help others. Create a success plan by defining what success looks like and how you will measure it. Share success stories from pilot runs and lessons learned to inspire your team. Let AI discover topics while keeping your data secure. Plan for viva topics pages by defining initial topics and preparing for future growth. This approach helps you engage your team and ensures a smooth integration with sharepoint and viva engage communities.
- Decide on a model and set up a steering group.
- Build a champion network for support.
- Create a success plan with clear goals.
- Share success stories and lessons learned.
- Allow AI to discover topics securely.
- Plan for viva topics pages and future growth.
You will see better results when you engage your team early and use sharepoint as the foundation for your knowledge management.
Licensing and Costs
You need the right license to use viva topics. Microsoft requires a specific license for each user who will interact with topics. This license is not included in the standard O365 E3 package. The table below shows the licensing details and costs:
| License Type | Requirement | Cost (per user per month) |
|---|---|---|
| Viva Topics License | Required for users to interact with topics; not included in O365 E3 license | $5 |
You should plan your budget to cover these costs. Make sure everyone who needs access to viva topics and sharepoint has the correct license. This will help you engage your team and support viva engage integration across your organization.
Potential Limitations
When you adopt viva topics, you may face some challenges. Many organizations report that employees spend too much time navigating systems to find information. This shows the need for strong knowledge management. Manual content curation and tagging can lead to duplicate efforts and lower adoption rates. AI recommendations work best when you apply consistent metadata in sharepoint. You need a clear information architecture for the AI to organize content well.
- You may lose some analytics that track knowledge discoverability and usage.
- Manual curation and tagging can create extra work.
- Employees often waste time searching for information.
- AI needs consistent metadata to organize content in sharepoint.
- You must develop a clear information structure for best results.
- Careful planning and deployment are important for successful integration.
- Lack of collaborative tools for updating knowledge can lead to silos.
You can overcome these challenges by engaging your team, using sharepoint and viva engage communities, and planning your integration carefully. When you focus on clear processes and strong support, you help your organization get the most from viva and sharepoint. Viva engage integration and active participation in viva engage communities will also boost your success.
Is Microsoft Viva Topics Worth It?
ROI and Business Value
You want to know if viva topics integration delivers real value for your organization. The answer is yes. Many organizations see big returns when they use viva with sharepoint and other microsoft 365 tools. You can measure the impact by looking at how much time employees save and how quickly they find information. Some companies have reported benefits between US $42 million and $127 million after adopting viva topics. This happens because employees spend less time searching for documents and more time working on important tasks.
You can use different metrics to track your return on investment. For example, you can measure how viva and sharepoint help you connect activity to business outcomes. You can also create custom dashboards to see how your team uses topics and how it affects daily work. These tools help you understand the value of your knowledge management system.
Here is a table that shows some key metrics you can use:
| Metric Type | Description |
|---|---|
| Measure impact | See how viva and sharepoint influence business outcomes and daily activities |
| Custom dashboards | Build reports to analyze adoption and return on investment |
You also help your team engage with knowledge more easily. Employees find the right information and experts faster. This boosts productivity and helps everyone make better decisions. You can access company policies, procedures, and best practices with just a few clicks. This makes your organization more connected and efficient.
You gain real value when you integrate Microsoft Viva Topics with Microsoft Search and SharePoint. This solution helps you discover and organize knowledge quickly, which boosts productivity and supports teamwork. For best results, start with a clear plan and involve your subject matter experts early. Looking ahead, you can expect Viva Topics to:
- Make knowledge discovery even faster
- Expand integration across Microsoft apps
- Strengthen collaboration and competitiveness
You build a smarter, more connected workplace with every step.
Checklist: Microsoft Viva Topics — SharePoint Syntex & Knowledge Management (viva topics sharepoint integration)
Integrate viva engage and sharepoint online: manage topics, web part, and viva connections
What is Viva Topics and how does it relate to SharePoint Online?
Viva Topics is a knowledge discovery service in the Microsoft Viva employee experience platform that automatically organizes content and expertise across your Microsoft 365 suite, including SharePoint Online. It uses Microsoft Graph and AI to create topic pages from SharePoint content, files and folders relevant to your organization so topics can appear across intranet pages, Teams and Viva Connections.
How do I integrate Viva Topics with SharePoint modern pages and a web part?
You can add the Viva Topics web part to SharePoint modern pages by editing the page and inserting the Topics or Viva Topics Highlight web part. This pulls topic cards and topic pages surfaced by Microsoft Graph connectors and the Viva Topics service so users can discover topics to appear inline with SharePoint content and in the central hub or center site.
Can I manage topics and create topics manually?
Yes. While Viva Topics automatically suggests topics using AI and SharePoint Syntex and Viva Topics processing, Microsoft 365 admins and designated topic managers can create topics manually, edit topic pages, add recommended resources, and manage who is shown as an expert for each topic to ensure accuracy and relevance.
How does Microsoft Graph play a role in Viva Topics and SharePoint integration?
Microsoft Graph connects content and signals from across Microsoft 365, including SharePoint, OneDrive, and Teams. Graph connectors extend content sources so Viva Topics can index enterprise knowledge, while Graph APIs support search, topic suggestions and embedding topic cards into SharePoint pages and custom experiences.
What permissions and admin settings are required in the Microsoft 365 admin center?
Admins must enable Viva Topics in the Microsoft 365 admin center and assign the appropriate roles (topic managers, content admins). You also need to configure Microsoft Graph connectors and ensure SharePoint content access policies allow indexing. For broader Viva features like Viva Connections and Viva Learning, additional admin setup is required.
How do I add a Viva Engage integration or Viva Engage app to SharePoint or Teams?
You can add a Viva Engage app to Teams and include Engage links or embed feeds into SharePoint pages using the Yammer/Engage web part. Viva Engage is part of the Microsoft Viva suite and works with SharePoint to enable social communities, allowing people to participate in Viva Engage and link topic pages to community discussions.
Can Viva Topics work with SharePoint Syntex and content processed by Syntex?
Yes. SharePoint Syntex enhances content understanding by applying AI extraction and metadata which can be used by Viva Topics to better identify topics and relevant metadata. Integrating Syntex and Viva Topics improves the accuracy of topic detection from documents and structured content.
How do Viva Connections and the topics experience work together on an intranet?
Viva Connections provides a central hub or intranet experience within Teams and SharePoint where topic cards and topic pages can be surfaced. By adding Viva Topics web parts and configuring dashboards in Viva Connections, organizations create a cohesive employee experience platform where users find topics, training via Viva Learning, and community links.
Is Copilot involved with Viva Topics or topic creation?
Copilot features integrate with Microsoft Graph and Viva services to help employees find information and generate content. Copilot can leverage topics to provide contextual answers and suggest relevant topic pages or experts, making it easier to use Microsoft tools to create topics or draft content informed by your organization's knowledge.
How can Power Platform and workflows be used with Viva Topics and SharePoint content?
Power Platform (Power Automate, Power Apps) can be used to automate workflows around topic management, such as notifying topic managers when a new topic is suggested, syncing metadata between SharePoint lists and topic pages, or creating approval flows to publish topic updates. These integrations help maintain governance and streamline topic lifecycle.
What are the common troubleshooting steps if topics do not appear on SharePoint pages?
First verify that Viva Topics is enabled in the Microsoft 365 admin center and that the relevant content sources are indexed via Microsoft Graph connectors. Confirm permissions on SharePoint content, ensure the Topics web part is properly added to the modern page, and check that the topic discovery processing has completed. Reviewing audit logs and Graph connector health can also help identify indexing issues.
How do I ensure employee adoption of Viva Topics and participate in Viva Engage communities?
Promote topics through Viva Connections and SharePoint intranet pages, link topic pages to resources like Viva Learning courses or Microsoft Stream videos, encourage experts to maintain topic pages, and integrate discussions via the Viva Engage community. Training via Microsoft Learn and internal champions helps employees learn how to use topics and participate in Viva Engage within the Microsoft 365 suite.
Can topics appear in Teams and how do they surface there?
Yes. Viva Topics cards and topic pages can surface in Teams through message extensions, the Viva Topics app, or via Viva Connections embedded within Teams. This allows employees to access topic information and experts directly while they work together to create content using Teams and other Microsoft 365 apps.
How does Viva Learning relate to topics and SharePoint content?
Viva Learning integrates training content into the employee experience and can surface learning resources on topic pages. By linking relevant Viva Learning courses to topic pages and SharePoint resources, organizations make it easy for employees to find learning paths related to a topic and maintain skills aligned with enterprise knowledge.
Are there limits on which content sources Viva Topics can index?
Viva Topics supports many Microsoft 365 sources by default (SharePoint Online, OneDrive, Exchange content) and can be extended with Microsoft Graph connectors to index additional enterprise repositories. Some external systems may require custom connectors or configuration to ensure secure indexing and compliance with data policies.
What role does metadata and taxonomy play in topic accuracy?
Metadata, managed metadata services in SharePoint, and consistent taxonomy improve Viva Topics’ ability to detect and disambiguate topics. Applying consistent tags, using SharePoint Syntex for content classification, and managing a central taxonomy help topics to appear accurately and link to the right sharepoint content and experts.
How can I measure the impact of Viva Topics on my intranet and employee experience?
Use usage reports in the Microsoft 365 admin center, analytics in SharePoint and Viva Insights, and custom reporting via Microsoft Graph to track topic views, topic page engagement, link clicks to Viva Learning, and participation in Viva Engage communities. These metrics show how topics contribute to knowledge discovery and employee experience improvements.
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Most companies waste hours each week searching for information they already have. The shocking part? With Microsoft 365, that doesn’t need to happen. Viva Topics can automatically detect and connect your organization's knowledge, but only if you know how to guide it. Today, I’ll expose the curation and customization steps most admins skip — the ones that turn a vague AI guess into the exact insight your team needs in the moment they need it. This could be the difference between people using Search… and people actually trusting it.
AI Topic Detection: Friend or Frenemy?
You switch on Viva Topics for the first time and the AI starts surfacing topic cards everywhere. At first, it’s exciting. Then you notice a few that make you question if it’s been reading the wrong SharePoint sites entirely. The names seem familiar, but the content? Half of it feels like it’s been stitched together by someone who skimmed your library once and guessed the rest. That’s the core reality with AI-based topic detection — it can be brilliant in one moment and baffling in the next.Under the hood, Viva Topics is constantly scanning your Microsoft 365 environment. It’s looking at files in SharePoint, conversations in Teams, and even list items or pages you haven’t touched in a while. It pieces together people, files, and keywords into what it believes is a coherent “topic.” With no human intervention, it can connect the dots on projects or acronyms your team tosses around daily. That’s where it shines: picking up patterns you didn’t explicitly tell it to look for. But it’s also why it will sometimes lump unrelated content together. The AI doesn’t understand nuance — it matches on signals and relationships, not business meaning.Take “Project Falcon” as a real-world example. For your team, it’s an internal initiative tied to a specific rollout. The AI detects documentation from SharePoint, meeting notes from Teams, and timelines buried in old Excel files. So far, so good. But then it notices a pile of onboarding training documents from a completely separate “Falcon Security” course in HR’s library. Since both sets of content share a project name and some overlapping terms, the AI assumes they’re related. Now the topic card is split between two very different worlds, and users searching for one get smacked with the other.Mechanically, it’s not magic. Microsoft’s AI is looking at content titles, file metadata, authorship patterns, link structures, and how often certain terms appear together. In Teams, it can watch how a phrase is used in chat threads and who it’s associated with. When enough signals line up, it generates a topic. The process works well for straightforward, unique points of reference. It’s less reliable when names or concepts overlap, or when documents are poorly tagged.Leaving that process completely unchecked is like telling your email service to auto-file every message by its subject line. Sure, some will land where you want them. But you’ll also have meeting invites mixed with marketing newsletters, and bank alerts sitting next to cat meme threads. Without oversight, the order turns into noise faster than you think.And that noise isn’t just an annoyance — it’s a trust problem. If employees click into a topic card and 4 out of 10 times it’s irrelevant, they start ignoring it entirely. That drops usage of Search features and erodes any return you hoped to get from activating Viva Topics in the first place. AI can scale faster than any human could manage, but the minute accuracy dips, the credibility gap widens.The good news is you don’t have to choose between full automation and full manual control. There are ways to shape the AI’s output so it remains a net positive. In the first week of running Viva Topics, it’s worth doing a quick sweep based on clear criteria. If a topic is tied to active projects, repeatedly accessed documents, or critical business terms, it’s a candidate to keep. If it’s vague, built on outdated files, or has obvious content mix-ups, flag it for review or dismissal. Start by focusing that lens on just the top surfaced topics; you’ll get the most return for the smallest effort.Once you’re clear on which topics deserve to live on, the real work starts: making those cards not just accurate, but genuinely useful in daily workflows.
Curating for Accuracy Without Overkill
Some admins look at the AI-generated topics in Viva and think the only way forward is to manually rewrite every single one. That’s fine if you have unlimited time and no other projects — but most of us don’t. The problem is, you can easily spend hours polishing up topics that nobody ever tries to search for. It feels like progress in the moment, but in reality you’ve sunk time into something that changes nothing for your users.Manual curation isn’t complicated work, but it can be deceptively broad. You’re confirming that a topic actually represents something meaningful in the business. You might rewrite the description so it’s clear and uses the right business language. You could add alternate names so people can still find “HR Onboarding” if they search for “New Hire Process.” These are all valid steps, but it’s easy to get caught in the trap of perfectionism while updating each field.The challenge is balance. Too little curation and bad data stays in the system, confusing users and eroding trust. Too much curation and you waste resources fixing topics that aren’t driving any engagement at all. What matters is targeting your effort where it has the most impact.Here’s a concrete example. An AI-generated topic for “Quarterly Review” in one tenant was little more than a generic description scraped from a file title, with no linked resources and no context for who to contact. After targeted curation, the topic clearly defined the scope — performance review meetings for sales teams — and linked the standard slide deck, policy documents, and the process checklist from SharePoint. The updated topic was actually useful in search situations because it answered who, what, when, and how within a single click.A smarter way forward is to start with high-traffic or business-critical topics first. If a topic card appears frequently in search results or relates to a key initiative, it’s worth the investment to refine. That immediately increases the odds that someone will get relevant, trusted answers the next time they search.You don’t have to guess which topics matter most either. Viva and Microsoft Search analytics can show you the terms people are actually querying, how often those cards are being viewed, and whether they lead to further clicks. If a term has consistent search volume, that’s your signal to confirm and optimize the card. If it’s barely touched, there’s no point in spending your best curator’s time on it.And don’t make IT the bottleneck. Subject Matter Experts — the people who actually own the knowledge — are better at spotting whether a card is accurate. They know if a linked document is outdated or if an alternate name will actually help people find it. Assigning curation to SMEs also spreads the workload so you’re not dependent on a single admin to keep everything in check.One of the biggest time sinks you’ll run into once you start cleaning topics is duplication. Multiple cards can pop up for the same concept with slightly different content sets. Without a system, you’ll end up spinning cycles on cards that really should be combined, and your users will waste time wondering which one to click.A simple triage framework can keep this under control. Start by approving anything accurate and high-value as it stands. Edit cards that are useful but need clarity or scope adjustments. Merge duplicates when they overlap but contain complementary resources. Reject topics that are irrelevant or tied to outdated content. When you apply that decision tree to your priority list first, you make the fastest progress without falling into the infinite edit loop.And once duplicates become the main roadblock, it’s worth switching focus entirely to handling them well — because combining them wrong can be worse than not touching them at all.
Merging Duplicates Without Losing Context
You open the Topics admin center and there they are: five separate “Marketing Playbook” topics. Each one has a few good references, maybe a contact or two, and some decent linked files — but none of them are complete on their own. Picking which to keep isn’t the problem. The real challenge is figuring out how to combine them without losing the good stuff along the way.Duplicate topics aren’t always a sign you did anything wrong. Viva Topics creates them when similar terms exist in multiple places, each with enough unique content to trigger a new card. It happens when teams store files in separate SharePoint sites without consistent naming. It happens when a project name is reused for unrelated initiatives. And it also happens when early versions of a topic weren’t confirmed or edited, so the system just kept generating more. Left alone, this confuses users and creates unnecessary clicks, especially when the cards look almost identical at first glance.On paper, merging sounds easy. Click a button, choose the “main” topic, and everything supposedly flows into a single, unified card. In reality, rush the process and you can drop valuable resources entirely. Alternate names might disappear. Linked people can fall off if they weren’t connected to the chosen primary topic. In some cases, documents don’t migrate at all because they were linked only through the card you chose to discard.I’ve seen this play out. One team merged “North America Marketing Playbook” with “Marketing Playbook – NA” without looking closely at the linked materials. The result? Four key sales training decks, all still in SharePoint, were no longer discoverable through the topic card. They weren’t gone — but anyone relying on Search to find them assumed they didn’t exist. Usage of the topic dropped immediately, and no one realized why until someone dug into the file libraries weeks later.The safest route is to review each duplicate in full before you merge. Check the linked files, people, pages, and suggested connections. See if any of those links point to resources missing from the primary topic. If they do, manually add them first so nothing gets lost in the merge process. Pay attention to alternate names — they’re critical if people use different terms across departments. You want the merged card to respond to as many relevant search queries as possible.In the admin center, the merge process is straightforward once you’ve done your homework. From the Topics list, select the duplicates to combine. Choose the primary topic to keep as the “winner.” The system brings in some content by default, but that’s where your pre-merge review pays off — you’ll know what needs to be added manually after the merge runs. When it’s complete, double-check the resulting card just like you would after major edits. It’s better to catch missing links immediately than after people start searching.Think of it like merging contact records in a CRM. If you just pick one and hit merge, you might drop half the relationship history. But if you compare them side-by-side first, you can keep the most accurate data and enrich the final record so it’s better than either of the originals.If you’re not the SME for the topic, loop in the people who are. They can tell you which resources are critical and which alternate names drive actual usage. It might feel slower in the moment, but it prevents rework later when users complain about missing files or broken connections.Done right, a merged topic card should feel more complete than any of its predecessors. It should combine the strongest descriptions, the most useful links, and the broadest set of search terms — all in one place. And with that foundation in place, you can finally focus on making these cards something people actually want to click.
Custom Topic Cards That Drive Engagement
Most topic cards look like half-empty business cards. They show up when you search, but they don’t exactly sell you on the value of clicking through. You get a title, maybe a short description, and a handful of “suggested” documents that feel like guesses. It’s enough to signal something exists, but not enough to convince someone it’s worth opening.When Viva Topics generates a card from scratch, the default layout is simple. There’s the topic name, a line or two pulled from the first decent description the AI found, and some auto-linked files or pages. You might see a person listed if the AI linked an owner by document association, but there’s no guarantee that person is actually the go-to SME. It’s better than nothing, but it’s not exactly a resource hub.That lack of depth is why so many topic cards fail to drive engagement. People look at them, don’t see what they need immediately, and move on. The AI doesn’t know which files are authoritative. It doesn’t understand that the outdated PowerPoint buried in “Archive” isn’t worth highlighting. Without human guidance, the card ends up as a loose index rather than a trusted entry point.Imagine two cards side-by-side. The first is the plain AI-generated card for “Incident Response Plan” — short description, random PDFs, maybe a policy doc that’s half out of date. The second is a curated version where the description clearly spells out the scope (“Steps and resources for responding to IT security breaches”), the SME contact is listed with live Teams presence, the top three linked documents include the approved playbook, escalation checklist, and post-incident review template, and there’s a process flow diagram pinned right on the card. Which one are you more likely to explore? The second one doesn’t just tell you a topic exists — it delivers the exact next step.The good news is you can build that second version without much technical gymnastics. Topic cards let you pin specific files so they always show first, even if the AI wouldn’t have chosen them. You can link to videos, add URLs to external resources like vendor portals, and insert organizational context that helps users understand how the topic fits into their work. You can also control the display order so the most important, most used assets are literally at the top.One organisation took this seriously for their “Regulatory Audit” topic. Alongside the usual documents, they added the annual audit timetable, the compliance officer’s contact details, a short explainer video on how to prep, and a link to the intranet page with historic findings. They also pinned live Power BI dashboards showing audit readiness metrics. Within a month, usage analytics showed a 40% jump in interactions because employees could get everything they needed directly from the card without asking around or digging through old emails.The trick is to limit yourself to content that matters in the moment of search. If someone clicks “Incident Response Plan,” they likely need the current procedure, the escalation contacts, and perhaps the forms they must fill out. They don’t need the archived project proposal for buying the firewall that’s already in place. Overloading a card is just as bad as leaving it bare — it hides the good stuff.If you take only one tip here, make it this: put the most actionable element at the very top. If that’s the SME contact, list them first. If it’s the latest approved process, pin that file above all else. That way, even if someone never clicks further, they leave with the most critical piece of information in hand.Once you see a visual before-and-after of a bland card transformed into a genuinely useful one, it’s obvious why engagement goes up. The curated version earns trust because it saves time and reduces guesswork — and that trust is exactly what makes people keep coming back to Search rather than abandoning it for ad-hoc workarounds.
Conclusion
The real measure of Viva Topics isn’t the number of cards it generates. It’s whether your people trust those cards enough to act without second guessing. That trust comes from consistent accuracy, clear scope, and the right resources front and center. So, here’s your next step: audit your top ten topics. For each one, make at least one curation improvement and one card customization. Keep it targeted, not exhaustive. In a hybrid world, building trust in Search is a competitive advantage. Done right, Viva Topics can quietly power that trust, becoming an invisible engine for faster, smarter work across your organization.
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Founder of m365.fm, m365.show and m365con.net
Mirko Peters is a Microsoft 365 expert, content creator, and founder of m365.fm, a platform dedicated to sharing practical insights on modern workplace technologies. His work focuses on Microsoft 365 governance, security, collaboration, and real-world implementation strategies.
Through his podcast and written content, Mirko provides hands-on guidance for IT professionals, architects, and business leaders navigating the complexities of Microsoft 365. He is known for translating complex topics into clear, actionable advice, often highlighting common mistakes and overlooked risks in real-world environments.
With a strong emphasis on community contribution and knowledge sharing, Mirko is actively building a platform that connects experts, shares experiences, and helps organizations get the most out of their Microsoft 365 investments.







