Best Smart City Software for Windows of 2025

In the field of IoT stream processing and analytics, SQLstream ranks #1 according to ABI Research. Used by Verizon, Walmart, Cisco, and Amazon, our technology powers applications on premises, in the cloud, and at the edge. SQLstream enables time-critical alerts, live dashboards, and real-time action with sub-millisecond latency. Smart cities can reroute ambulances and fire trucks or optimize traffic light timing based on real-time conditions. Security systems can detect hackers and fraudsters, shutting them down right away. AI / ML models, trained with streaming sensor data, can predict equipment failures. Thanks to SQLstream's lightning performance -- up to 13 million rows / second / CPU core -- companies have drastically reduced their footprint and cost. Our efficient, in-memory processing allows operations at the edge that would otherwise be impossible. Acquire, prepare, analyze, and act on data in any format from any source. Create pipelines in minutes not months with StreamLab, our interactive, low-code, GUI dev environment. Edit scripts instantly and view instantaneous results without compiling. Deploy with native Kubernetes support. Easy installation includes Docker, AWS, Azure, Linux, VMWare, and more

PTV Visum stands out as the premier software for transport planning on a global scale. It serves as the benchmark for extensive simulations and modeling of transportation networks, addressing both network demand and public transport planning while aiding in the formulation of strategic transport solutions. By utilizing PTV Visum, users can develop transportation models that yield valuable insights for both long-term strategies and immediate operational needs. As your transport system undergoes changes, this software empowers you to make informed decisions. Its integrated scenario management feature facilitates the thorough preparation and assessment of various scenarios, enhancing planning efficiency. Users can easily create and oversee adjustments to their models, including infrastructure enhancements, new transit routes, demographic forecasts, and zoning regulations. Batch computations allow for the simultaneous evaluation of multiple scenarios, streamlining the decision-making process. Furthermore, you can specify and extract essential key performance indicators (KPIs) in line with your planning objectives, allowing for comprehensive comparisons that lead to optimal planning outcomes for your community. This depth of analysis ensures that even the minutest details of individual scenarios can be scrutinized for better decision-making.

Ariadne Maps, a high-tech company, provides detailed indoor and customer analytics using its cutting-edge artificial Intelligence approach. This allows indoor and outdoor localization in many industries, such as transportation, malls, retailers, and airports. Advanced artificial intelligence algorithms are used to track customers and passengers anonymously. This helps companies optimize their infrastructure. Ariadne Maps, a company based in Munich, Germany, has been around for many years. We envision physical businesses taking advantage of the data they have had throughout the years through our rapid growth. Our strong team, advisors, investors, and partners give us the confidence to grow, expand, and succeed.

Davra IoT empowers businesses, fleet operators, original equipment manufacturers (OEMs), municipalities, and various organizations to conceptualize, develop, and swiftly launch industrial-grade IoT applications on a dependable, secure, and scalable platform. Bring your IoT initiative to market in under 50 days, and enjoy a system that prioritizes integrations. Significantly cut your project costs by as much as 80%, while accessing comprehensive analytics that include descriptive, diagnostic, predictive, and prescriptive insights. Utilize our cloud-based streaming analytics alongside machine learning, natural language processing, and artificial intelligence capabilities directly at the network's edge. Benefit from HTML5 dashboard visualizations, sophisticated geo-mapping, and an intuitive layout manager, among other features. Gain access to a thorough developer suite that includes source control, versioning, and a full code editor. Achieve an "asset-centric view" of your IoT devices by incorporating both static and dynamic attributes into your applications. Additionally, take advantage of a fully microservice-oriented design that supports infrastructure libraries and runtime engines for enhanced efficiency and performance. This comprehensive approach ensures that your IoT solutions are not only functional but also adaptable to future technological advancements.

Gain practical experience with an advanced network simulation tool developed by Cisco, which allows you to construct both simple and intricate networks utilizing a wide range of devices, extending your skills beyond just routers and switches. Design interconnected systems tailored for smart cities, residential areas, and businesses alike. Leverage Packet Tracer as a versatile learning platform suitable for educational courses, distance learning, professional development, project planning, or even just for enjoyment. Start your journey by enrolling, downloading, and exploring essential tips and best practices to maximize your use of this innovative virtual simulation tool, Cisco Packet Tracer. This tool serves as an all-encompassing resource for teaching and learning networking technology, delivering a distinctive blend of realistic simulations and visualization experiences, along with assessment capabilities, activity creation tools, and opportunities for collaboration and competition among users. By utilizing the features of Packet Tracer, both students and educators can work together effectively, tackle challenges, and grasp concepts within an engaging and interactive social framework, enhancing the overall learning experience.

AppVision™, a PSIM platform, is used to manage security, safety, and technical management systems. It is open, scalable, and neutral and allows for the control and integration of equipment and applications through a single interface. AppVision™, regardless of the size or complexity, guarantees a return on your investment. Our trainers provide training so that our partners can develop and deploy the solution completely autonomously. This independence ensures that the solution meets the needs of the end clients. We are not dependent on the systems we integrate. Our partners have the freedom to choose their equipment. AppVision™, which provides GUI features and extensions, is 100% customizable. These customizations are possible in total autonomy by our partners. They can also create their own OEM version to ensure the platform is best suited for their market and customers. We are focused on AppVision™'s integration and interaction capabilities.

Innovative Asset Management plays a pivotal role in the development of SMART Cities. MaintStar's Municipal Asset Management Software can elevate your operations from satisfactory to exceptional! In an era where municipal entities are challenged to "Do more with Less," there is a significant demand for advanced technological solutions in the Public Sector. By utilizing MaintStar’s Public Works Municipal Asset Management Software, municipalities can enhance their organization in managing assets, tracking work, and optimizing spending. Many asset management platforms merely focus on tracking work orders, but our commitment to comprehensive analytics and advanced software sets us apart. Our user-friendly cloud-based asset and maintenance management software solutions serve as a crucial initial step toward fostering a more vibrant community. It is vital to ensure proper maintenance of stormwater infrastructure to safeguard community safety, as neglecting these systems can lead to devastating consequences during heavy rainfall—resulting in floods, obstructed catch basins, and overwhelmed culverts, not to mention the potential distress of residents or the loss of lives. Prioritizing asset management is not just about efficiency; it's about building a resilient future for all.

Utilize facial recognition technology for various purposes, including identifying individuals within your premises, such as potential intruders, enhancing automated access control systems, and even aiding in marketing strategies. Establish a comprehensive database that categorizes faces with labels such as "VIP" and "black list," and receive instant alerts via monitor, phone, or email upon detecting individuals from these lists within crowds. Additionally, enable the capability to search through video archives for specific faces or to locate individuals using their photographs. Gain insights into visitor demographics, including their gender and age, in real-time. This system can facilitate the identification of both employees and potential offenders within your facilities, allowing for prompt notifications regarding the arrival of VIP clients or known shoplifters at retail locations. By responding swiftly to these events, you will enhance security measures for staff and infrastructure while simultaneously elevating the service experience for prestigious clients. Ultimately, this approach not only ensures the safety of your environment but also fosters a more personalized experience for valued customers.