AI for Personalized Government Services: Building Trust and Inclusivity in Cities
Cities today are under unprecedented pressure. Residents expect services that are fast, accessible, and tailored to their needs, yet many local governments still rely on fragmented systems and manual processes that create long queues and frustration. In a digital-first society, these gaps are no longer acceptable. Artificial intelligence (AI) offers a transformative opportunity to close them, enabling governments to deliver personalized, proactive, and inclusive citizen experiences. On December 4, Smart Cities World Connect will host a Trend Report Panel Discussion bringing together city leaders, technology experts, and public sector innovators to explore how AI can reshape the citizen experience. This virtual event will highlight practical strategies for responsible AI adoption and showcase lessons from pioneering cities worldwide. Register today: Trend Report Panel Discussion (4 Dec) Why AI Matters for Cities Urban populations are growing, budgets remain tight, and climate and social pressures are mounting. Against this backdrop, AI is emerging as a critical enabler for smarter governance. By integrating AI into service delivery, cities can: Support improved wait times through AI-powered assistants and multilingual agents. Deliver proactive services using unified data and predictive analytics. Ensure equity by extending digital access to underserved communities. Build trust through transparent governance and responsible AI deployment. These capabilities are no longer theoretical. Cities from Abu Dhabi to Singapore are already embedding AI into core operations—modernizing citizen portals, automating case management, and using digital twins to plan with foresight. The panel will explore five essential areas for AI-driven transformation: 1. Smarter Citizen Engagement AI-powered virtual assistants and chatbots can handle routine inquiries, guide residents through complex processes, and provide real-time updates—across multiple languages and platforms. This not only reduces queues but also makes services more inclusive for diverse communities. 2. Proactive, Personalized Services Unified data platforms and predictive analytics allow governments to anticipate citizen needs, whether it’s notifying residents about benefit eligibility or streamlining license renewals. By moving from reactive to proactive service delivery, cities can improve satisfaction and reduce backlogs. 3. Equity at the Core Efficiency must never come at the expense of fairness. AI-enabled systems should be designed to reach underserved populations, bridging the digital divide and ensuring that innovation benefits all residents, not just the most connected. 4. Governance and Trust Responsible AI adoption requires robust frameworks for transparency, data protection, and ethical oversight. Cities must implement clear governance models, conduct algorithmic audits, and engage communities in co-design to maintain public trust. 5. Practical Steps for Integration From piloting high-impact use cases to building cross-department governance and investing in workforce training, the discussion will outline actionable steps for scaling AI responsibly. Partnerships with industry and academia will also play a vital role in accelerating adoption. Lessons from Frontier Cities Several global examples illustrate what’s possible: Manchester City Council is advancing smart urban living through AI-driven planning and operations, using integrated data platforms and predictive analytics to optimize city services, improve sustainability, and enhance citizen engagement across transport, housing, and community programs Abu Dhabi’s TAMM platform, powered by Microsoft Azure OpenAI, delivers nearly 950 government services through a single digital hub, simplifying processes and enabling personalized interactions. Singapore’s Virtual Singapore project uses AI and digital twins to simulate urban scenarios, helping planners make evidence-based decisions on mobility, safety, and climate resilience. Bangkok’s Traffy Fondue civic platform leverages AI to categorize citizen reports and route them to the right department, reducing administrative overhead and improving response times. These cases demonstrate that AI is not just a tool for efficiency, it’s a catalyst for inclusion, resilience, and trust. What Attendees Will Gain By joining the December 4 session, city leaders will leave with: A clear understanding of AI’s transformative potential for improving citizen satisfaction and reducing service backlogs. Real-world examples of successful deployments in citizen portals, case management, and service automation. Insights into ethical and regulatory considerations critical to building trust in personalized government services. Guidance on preparing organizations to adopt and scale AI effectively. Looking Ahead Cities that thrive in the coming decade will be those that combine strategic vision with disciplined, trustworthy use of technology. AI can help governments deliver services that are smarter, more inclusive, and more responsive to the needs of every resident, but success depends on strong governance, cross-sector collaboration, and a commitment to equity. To learn more and register for the Trend Report Panel Discussion on December 4.
Multitenant collaboration with existing guest users
Hi, we plan to set up Multitenant collaboration with a few tenants. Regarding this project I got 2 quesstions: 1.) what happens with users from one MTO who is already present as a guest users in one or multiple MTOs? Will that Guest User be merged with the new member status? 2.) Are newly added users from other MTOs treated with the Conditional Access policies from the MTO they are accessing? We have a conditional access polic yin place which forces B2b usre sto re-authenticate every 9 hours. Will the member user from an MTO aplly this policy?External people can't open files with Sensitivity Label encryption.
Question: What are the best practices for ensuring external users can open files encrypted with Sensitivity Labels? Hi all. I've been investigating proper setup of sensitivity labels in Purview, and the impact on user experience. The prerequisites are simple enough, creating and configuring the labels reasonably straightforward, and publishing them is a breeze. But using them appears to be a different matter! Everything is fine for labels that don't apply encryption (control access) or when used internally. However, the problems come when labels do apply encryption and information is sent externally. The result is that we apply a label to a document, attach that document to an email, and send it externally - and the recipient says they can't open it and they get an error that their email address is not in our directory. This is because due to the encryption, the external user needs to authenticate back to our tenant, and if they're not in our tenant they obviously can't do this so the files won't open. So, back to the question above. What's the easiest / most secure / best way to add any user we might share encrypted content with to our tenant. As I see it we have the following options: Users have to request Admins add the user as a Guest in our tenant before they send the content. Let's face it, they'll not do this and/or get frustrated. Users share encrypted content directly from SharePoint / OneDrive, rather than attaching it to emails (as that would automatically add the external person as a Guest in the tenant). This will be fine in some circumstances, but won't always be appropriate (when you want to send them a point-in-time version of a doc). With good SharePoint setup, site Owners would also have to approve the share before it gets sent which could delay things. Admins add all possible domains that encrypted content might be shared with to Entra B2B Direct Connect (so the external recipient doesn't have to be our tenant). This may not be practical as you often don't know who you'll need to share with and we work with hundreds of organisations. The bigger gotcha is that the external organisation would also have to configure Entra B2B Direct Connect. Admins default Entra B2B Direct Connect to 'Allow All'. This opens up a significant attack surface and also still requires any external organisation to configure Entra B2B Direct Connect as well. I really want to make this work, but it need to be as simple as possible for the end users sharing sensitive or confidential content. And all of the above options seem to have significant down-sides. I'm really hoping someone who uses Sensitivity Labels on a day-to-day basis can provide some help or advice to share their experiences. Thanks, Oz.Has Your Organization Set Up a Viva Engage Community for Microsoft 365 Collaboration?
Hi everyone! As a trainer, I often get great questions during my Microsoft 365 sessions. While I share answers live, only the attendees benefit—leaving many others without that valuable info. I’ve already set up a Microsoft Learning Pathways SharePoint site as a resource, but I’m exploring ways to extend knowledge-sharing beyond the classroom.Has anyone created or participated in a Viva Engage community to share tips, answer questions, and collaborate around daily Microsoft 365 tools? I’d love to hear about your experiences, best practices, or ideas on how to maximize impact and reach across your organizations. Thanks in advance for sharing! Let’s empower everyone to get more from Microsoft 365.😃
What's the biggest challenge your small business is facing with technology right now?
Hi everyone, We're curious to hear from you all about any technology challenges your business is currently facing. Whether it's managing remote work, cybersecurity concerns, or finding the right tools to streamline operations, let's share our experiences and solutions. Your insights could help others in the community who might be facing similar issues. Looking forward to hearing your thoughts!
Approvals in a SharePoint document library
I have enabled approvals in a SharePoint document library: https://support.microsoft.com/en-us/office/approvals-in-lists-document-libraries-2bd0954d-5797-4be3-b78a-846f26338e17?utm_source=chatgpt.com However, the approval status resets itself to 'Not submitted' (after the approval request had been approved or rejected) in a few minutes. What is wrong? How can I fix this? (there are no changes in the version history) I has worked for weeks, the problem started last week. And - if anyone here is an expert on this in-buildt function, do you know if there are any known issues with folders and 'enabled approvals'? I have experienced that it does not work within document sets.OneDrive vs SharePoint
In the world of Microsoft 365, both OneDrive and SharePoint serve as robust platforms for file storage and collaboration. Yet, understanding which one fits your specific needs can be challenging. This blog explores their key differences, practical use cases, and offers guidance to help you make the right choice. What Is OneDrive? OneDrive for Business functions as a user-specific cloud repository within the Microsoft 365 framework, optimized for individual file storage, synchronization, and personal document management. What Is SharePoint? SharePoint Online operates as a collaborative content management and intranet platform within Microsoft 365, engineered for structured data handling, enterprise-level document sharing, and workflow automation across teams and departments.
OneDrive, SharePoint Offline access through File explorer
The connection through a short cut to file explorer is bugged and MS does no seem any keen to resolve this. I took a business support ticket only to be told that the issue is with development and they do not have any indication that it will be addressed any time soon. Any associated applcation with Office 365, seems will not be attempted to be bug fixed. This is very unfortunate for those who took for granted that MS will support.
