Alternatives to Kuzzle

SenseFoundry serves as a comprehensive software solution designed specifically for the management of Smart Cities, catering to the requirements of public sector clients. Our SenseFoundry Enterprise platform is aimed at expediting the digital transformation for our enterprise clientele, addressing the multifaceted needs across various industry sectors. Collaborating closely with city officials, we create innovative urban management systems that are forward-thinking. Our platform, seamlessly integrated with the existing IT framework of cities, utilizes advanced AI technologies to convert raw, real-time visual data from urban environments into actionable insights, alerts, and responses. SenseFoundry is instrumental in overseeing the state of essential public infrastructure, including fire hydrants, manhole covers, power poles, and traffic signs. Additionally, it plays a crucial role in monitoring incidents such as traffic collisions, fires, smoke, blocked emergency exits, litter, road deterioration, and illegal parking. Furthermore, the platform is equipped to assess the repercussions of natural disasters like floods and typhoons, ensuring cities can respond effectively to various challenges. As urban areas continue to evolve, the capabilities of SenseFoundry will adapt, providing ongoing support for city management and public safety.

Compta’s BEE2ENERGY Energy Efficiency Management provides a thorough software solution designed for companies and institutions aiming to enhance their energy efficiency significantly, all while reducing their environmental footprint, consumption levels, and operational expenses. This cloud-based IoT platform is accessible at any time and from any location via the internet. It features real-time functionalities with a versatile SaaS business model and supports multiple channels. Compta’s BEE2ENERGY software is equipped for telemetering, analysis, and management of essential energy sources tailored for both industrial and urban applications. The software encompasses all critical operational components and KPIs necessary for effectively managing resources such as electricity, gas, water, and oxygen, ensuring optimal performance and sustainability. Additionally, it empowers users to make informed decisions that contribute to long-term energy savings and improved environmental stewardship.

Managing properties and assets has historically been a challenging, high-risk endeavor that often involves cumbersome procedures. By leveraging existing cameras, sensors, and devices, we are able to extract valuable analytics that enhance business operations. Our advanced AI technology processes this information to pinpoint activities related to safety, health, and compliance, enabling the execution of automated tasks. We have crafted a comprehensive suite of solutions powered by KEN AI™ specifically aimed at improving health, safety, and emergency services. These applications are designed to be compatible with IoT and 5G technologies, featuring open APIs for seamless integration. The use of AI Analytics spans various domains, including traffic management, crowd control, airport operations, and emergency response services. Our video technology, enhanced by AI, is specifically designed to safeguard your most valuable assets—your workforce. KEN AI actively identifies and mitigates safety risks in real-time during operations. Furthermore, our APIs are equipped to detect irregularities both in the incidents recorded and within the IoT sensors themselves, ensuring a comprehensive approach to safety management. By integrating these innovative solutions, we aim to revolutionize the asset management landscape.

Industry 4.0, along with concepts like Smart Agriculture, Smart Cities, Smart Homes, and Smart Healthcare, has ushered in a wave of interconnected technologies - Smart Everything! At the forefront of this evolution is Iotsnap, an open-source IoT platform designed to be versatile across various contexts. Regardless of the differing environments, Iotsnap addresses the universal requirements of IoT projects, such as real-time data processing, historical data analysis, automation, and the integration of artificial intelligence. With its open-source and cloud-ready framework, the Iotsnap platform combines a suite of top-tier "Enterprise Grade" technologies and operates within a container-based cloud system, ensuring both scalability and reliability. More than just a mere platform, Iotsnap represents a comprehensive ecosystem tailored to the needs of modern technology. Developed by Extra Red, Iotsnap collaborates with experienced partners who specialize in chatbot development, augmented reality, sensor technology, and IoT gateways. The architectural framework of Iotsnap was established to cater to diverse needs in the IoT landscape; however, we will focus on its design by examining its application within the manufacturing industry. This targeted exploration allows us to understand how Iotsnap can revolutionize operations and efficiency in a critical sector.

Plug and play a variety of emerging and existing technologies into the IBSS Digital Twin. We empower you to choose the best-in-class sensors, systems and apps that fit your needs and work style through open APIs, pre-built connections, and interoperable protocols. You can make your own decisions and avoid vendor lock-in. IBSS unifies all spatial and static data into a single digital twin that is secure and centralised. IBSS twin offers apps, workflows and analytics that will help you do your best work. You can create healthier, more inclusive, and more environmentally-friendly buildings. The IBSS platform can help achieve your ESG goals, whether it's carbon reporting or energy efficiency, water quality, waste management, water quality, or carbon reporting. Each building is unique, but IBSS allows modular systems to be deployed quickly and at scale.

The Internet of Things (IoT) opens up exciting opportunities for users by introducing intelligence into both existing and newly developed solutions. Our IoT initiatives address a range of challenges that encompass hardware, connectivity, data analysis, service design, and user experience. While IoT is recognized as an emerging global technology trend, it is often misinterpreted as an objective in itself. We contend that IoT serves as a means to achieve broader goals, which is why we focus on generating tangible value for our clients' business cases. Delivering a return on investment and facilitating digital transformation are fundamental to our approach. Many of the obstacles encountered by companies when executing an IoT strategy, such as asset management, user permissions, and monitoring, are commonly experienced across the industry. By making our IoT platform open-source, we offer a versatile toolbox that can be deployed anywhere, allowing our clients to concentrate solely on strategic product development. Additionally, IxorTalk collaborates with local governments in Flanders, Brussels, and beyond to develop smart city solutions, particularly in the realm of smart mobility, ensuring that urban areas can thrive in a connected world. This partnership aims not only to enhance mobility but also to improve the overall quality of life for residents.

IoT Glue, a mobile-enabled IoT integration platform, allows enterprises to monetize IoT investment by seamlessly gluing disparate items together. It is an API-driven, robust technology framework that offers scalable, vertically-specific solutions for Smart City solutions, Fleet Management, Smart Farming, and Smart Building Management. IoT Glue is a tool that helps you build your IoT ecosystem quicker. It allows you to offer additional IoT services to your customers quickly and securely, which will accelerate your enterprise digital transformation efforts. Components: Commune – an administration module for device, user and service management Real Time Builder - configures rules and actions for real time streaming data Coupler – unifies multiple protocols to drive interoperability XBuilder - interactive end-user app configuration tool.

EcoStruxure Building Operation provides essential insights that enhance building management and optimization, boost engineering productivity, and address heightened cybersecurity and compliance requirements. As part of EcoStruxure, smart buildings require seamless integration among various systems and straightforward access to IoT devices. The platform’s open and secure integration framework fosters collaboration with third-party systems, enabling the development of innovative custom solutions. It is designed to natively support widely-used open protocols right from the start. In this way, future-ready buildings can easily accommodate new technological advancements while maximizing operational efficiency, enhancing comfort and productivity, and increasing overall property value. EcoStruxure Building serves as an open innovation platform for smart buildings—offering a collaborative IoT solution that is not only scalable and secure but also has a global reach, ensuring that buildings of the future are interconnected, exceptionally efficient, and genuinely sustainable. With its comprehensive approach, EcoStruxure Building Operation empowers customers to transform their buildings into intelligent environments that thrive on connectivity and innovation.

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.

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.

Gathering data across various devices, networks, and servers can be quite intricate and may incur significant costs. ConnexinOS offers a robust and scalable IoT platform that streamlines the process of data aggregation and integration. Essentially, it consolidates diverse datasets into one unified view, simplifying the oversight of urban areas and communities. It enables the collection of information from any device or network, ensuring that different datasets can communicate effectively. By integrating varied sources into a singular platform, it provides actionable insights based on standard operating procedures, leveraging advanced AI and machine learning technologies. Onboarding and managing devices is a straightforward process, granting users comprehensive control and the option for self-service. Additionally, it facilitates real-time monitoring and alerts based on events and established procedures. The platform also normalizes data from disparate sources so they can operate in harmony. With fully-featured user role-based access controls, security remains a top priority, ensuring sensitive information is protected. Ultimately, this creates an environment where cities can thrive through improved data management.

Cities recognized for their groundbreaking innovations are leveraging Hayden AI's advanced sensors, software, and data to enhance urban mobility and elevate the living standards of their residents. This technology-driven strategy focuses on ensuring road safety and optimizing traffic patterns. By transforming both public and private vehicles into intelligent street sensors through our AI-based perception systems and community app, we can create a comprehensive digital twin of urban environments by integrating mobile sensor data with input from citizens. Moreover, we facilitate active participation from communities and stakeholders by providing accessible digital tools that foster collaboration. Hayden AI not only amplifies a city's capability to establish safer and more efficient traffic systems but also tackles pressing issues related to equitable mobility. Explore available job opportunities and join us in addressing intricate challenges in the field of AI. Streamline complex operations and enhance public services utilizing Hayden AI’s proprietary suite of perception systems tailored for city fleets, ultimately leading to less congested roads and improved overall traffic safety. Our commitment to innovation and community engagement lays the groundwork for smarter, more connected cities.

A smart city initiative places citizens at the core of its framework by streamlining interactions with local governments and communities. The rapid urbanization trends we are witnessing today pose significant challenges in various sectors, including economic, social, healthcare, and logistics. Our surroundings are filled with valuable data that often go unutilized due to inadequate communication and engagement. The vision for a modern city in the 21st century is to harness this data effectively and enhance dialogue between officials and the public. It is essential for citizens to take an active role in civic matters, thereby impacting the future development of their city or region in a meaningful way. The synergy between residents and local authorities is vital for urban progress, as this collaborative approach strengthens community ties. Furthermore, this innovative method of fostering communication among citizens, coupled with the benefits derived from analyzing collected data, leads to tangible improvements in the overall condition of municipalities. Ultimately, this customized approach aims to address the specific challenges faced by each locality, paving the way for more tailored and effective solutions.

Monitor and control your buildings with an IoT platform that integrates with existing systems. KMC Commander sends the data from your building to the cloud. You can then track, trend and trigger your devices and systems securely from anywhere. With our growing number and partners, you are able to contextualize your data and better understand your building from NOI, to operations and maintenance. Installing KMC Commander in your buy, hold, and sell strategy will harmonize the profile by running it in one language. KMC Commander, using your existing building management system, can display your entire portfolio on a single dashboard. Standardize your deployment strategy and monitoring strategy. Manage multiple locations for system efficiency and cost reductions while maintaining the same tenant experience.

Open source and de-facto standards are combined to create a market for interoperable, portable smart city solutions. Our Smart Cities reference architecture breaks down vertical silos and creates a context info management layer that gives a complete picture of what is happening in the city. City-level governance systems can improve by making city data available and merging data from multiple verticals. There are no adaptation costs to ensure full interoperability between all systems within the city. This allows systems to be transferred between cities and sectors. Third-party solution providers will be able to benefit from the right-time open data that is published by the city and made accessible through standard APIs. They can market their solutions to cities around the world, thereby boosting business and reaching a wider market.

Accelerate and simplify IoT data extraction, create AI for the shop floor, and visualize KPIs. Manage decentralized, compact data pods. Each data pod is completely autonomous and includes infrastructure for powerful analytics. Flexible storage capacity allows you to create multiple pods with different sizes. In a seamless data journey, you can collect, analyze, visualize, and visualize data. You can collect raw data from multiple sources, such as IoT routers or the web. Instantly generate reports and create custom infographics from your browser. Combine the power of VS Code, Observable and TablePlus to create interactive data science workbooks. You can see the current and past processes in real time and automate package loads up to reporting.

Wesco’s Smart Facilities Management solution leverages the entroCIM platform to seamlessly integrate all building devices and hardware into a centralized, secure Central Intelligence Manager (CIM). This cohesive integration allows users to connect, gather, interpret, and take action on both Information Technology (IT) and Operational Technology (OT) data. The platform comes equipped with out-of-the-box connectivity through 50 available APIs, user-friendly dashboards that feature visualizations and predictive analytics, and it has shown proven scalability as evidenced by deployments in Fortune 100 companies. Users can visually access live point data via a browser-based HTML5 application, which enhances real-time monitoring of energy consumption, maintenance planning, report sharing, and overall management of building operations. Tailored to meet the demands of critical infrastructure and building systems, the entroCIM platform finds applicability across a wide array of sectors, such as data centers, educational institutions, airports, shopping centers, and government agencies. By unifying these functionalities, the solution not only streamlines operations but also empowers organizations to make data-driven decisions for enhanced efficiency.

Eclipse Kura™ is a flexible and open-source framework designed for IoT Edge applications, built on Java/OSGi. It provides developers with API access to various hardware interfaces found in IoT gateways, such as serial ports, GPS, watchdog timers, GPIOs, and I2C. Among its features, Kura includes pre-configured field protocols like Modbus, OPC-UA, and S7, an application container, and a web-based visual programming tool that facilitates data acquisition from the field, edge processing, and efficient publishing to prominent IoT cloud platforms via MQTT. The rise of an IoT service gateway model utilizing contemporary software architectures at the edge of IoT implementations acts as a unifying controller and aggregator, enabling the integration of advanced enterprise technologies into IoT gateways. By utilizing sophisticated software frameworks that simplify the complexities of hardware and networking, the development and reusability of combined hardware and software solutions are significantly transformed, fostering innovation and efficiency in IoT projects. This shift empowers developers to focus more on application logic rather than underlying technical challenges.

AllGoVision stands out as a leading provider of video analytics solutions, having successfully established its presence across over 30 nations with the support of more than 100 channel partners, thereby earning a strong global reputation. Equipped with an extensive array of over 50 basic and advanced video analytics features, AllGoVision caters to diverse applications such as traffic monitoring, building security, city oversight, and business intelligence across various industries. The company is committed to rigorous research and product innovation, and by blending in-house image processing skills with talented engineers, AllGoVision has seamlessly integrated its solutions with over ten prominent video management systems, including Milestone, Genetec, and Honeywell EBI. Emphasizing robust performance, user-friendliness, customizability, and cost-effectiveness, AllGoVision prioritizes the privacy of individuals under surveillance by providing options for unmasked video storage and masked video for monitoring and evidence purposes. Furthermore, the company's dedication to staying ahead in technology ensures that their clients receive cutting-edge solutions tailored to their specific needs.

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.

Milesight is an emerging technology firm that focuses on innovation within the realms of 5G, AI, IoT, and LoRaWAN technology solutions. The organization produces versatile sensing devices that are capable of gathering valuable data for a wide range of uses, including smart infrastructure, advanced traffic management, enhanced security systems, and urban smart solutions. By harnessing cutting-edge technologies like AI and IoT, Milesight aspires to deliver actionable insights that improve operational efficiency for businesses. With a strong emphasis on putting customers first, the company continuously adapts its offerings to satisfy the unique needs of various sectors. Moreover, Milesight works closely with an expanding ecosystem of partners to provide all-encompassing solutions, ensuring the complete utilization of data's potential. This commitment to collaboration allows Milesight to remain at the forefront of innovation, continuously redefining what is possible in the Internet of Things landscape to unlock deeper insights. Ultimately, their goal is to foster an environment where intelligent data utilization can lead to transformative changes across industries.

Smart City Solutions is a complete IoT system that monitors buildings. Smart City Solutions provides you with an iOS and Android compatible application that you can use for your customers. You can integrate numerous, manufacturer-independent sensors and monitor your buildings and rooms from anywhere. Smart City Solutions can be used to monitor your operations and make it accessible to your customers. Here is a list of all current users. The measured data from sensors in buildings and rooms are transmitted wirelessly and encrypted (e.g. via LoRaWAN to the loT platform. The transmitted data is then forwarded to the Camelot App, where it can be easily managed and clearly displayed.

IBM Analytics for Apache Spark offers a versatile and cohesive Spark service that enables data scientists to tackle ambitious and complex inquiries while accelerating the achievement of business outcomes. This user-friendly, continually available managed service comes without long-term commitments or risks, allowing for immediate exploration. Enjoy the advantages of Apache Spark without vendor lock-in, supported by IBM's dedication to open-source technologies and extensive enterprise experience. With integrated Notebooks serving as a connector, the process of coding and analytics becomes more efficient, enabling you to focus more on delivering results and fostering innovation. Additionally, this managed Apache Spark service provides straightforward access to powerful machine learning libraries, alleviating the challenges, time investment, and risks traditionally associated with independently managing a Spark cluster. As a result, teams can prioritize their analytical goals and enhance their productivity significantly.

No matter what your business requirements are, quickly unearth concealed insights with HyperCube, a platform tailored to meet the needs of data scientists. Harness your business data effectively to gain clarity, identify untapped opportunities, make forecasts, and mitigate risks before they arise. HyperCube transforms vast amounts of data into practical insights. Whether you're just starting with analytics or are a seasoned machine learning specialist, HyperCube is thoughtfully crafted to cater to your needs. It serves as the multifaceted tool of data science, integrating both proprietary and open-source code to provide a diverse array of data analysis capabilities, available either as ready-to-use applications or tailored business solutions. We are committed to continuously enhancing our technology to offer you the most cutting-edge, user-friendly, and flexible outcomes. You can choose from a variety of applications, data-as-a-service (DaaS), and tailored solutions for specific industries, ensuring that your unique requirements are met efficiently. With HyperCube, unlocking the full potential of your data has never been more accessible.

Machine learning reveals concealed patterns and valuable insights within enterprise data, ultimately adding significant value to businesses. Oracle Machine Learning streamlines the process of creating and deploying machine learning models for data scientists by minimizing data movement, incorporating AutoML technology, and facilitating easier deployment. Productivity for data scientists and developers is enhanced while the learning curve is shortened through the use of user-friendly Apache Zeppelin notebook technology based on open source. These notebooks accommodate SQL, PL/SQL, Python, and markdown interpreters tailored for Oracle Autonomous Database, enabling users to utilize their preferred programming languages when building models. Additionally, a no-code interface that leverages AutoML on Autonomous Database enhances accessibility for both data scientists and non-expert users, allowing them to harness powerful in-database algorithms for tasks like classification and regression. Furthermore, data scientists benefit from seamless model deployment through the integrated Oracle Machine Learning AutoML User Interface, ensuring a smoother transition from model development to application. This comprehensive approach not only boosts efficiency but also democratizes machine learning capabilities across the organization.

Two complementary tools, one enterprise-grade platform. Open source KNIME Analytics Platform to create data science. Commercial KNIME Server to produce data science. KNIME Analytics Platform is an open-source software that creates data science. KNIME is intuitive, open, and constantly integrating new developments. It makes data science and designing data science workflows as easy as possible. KNIME Server Enterprise Software is used to facilitate team-based collaboration, automation, and management of data science workflows, as well as the deployment and management of analytical applications and services. Non-experts have access to KNIME WebPortal and REST APIs. Extensions for KNIME Analytics Platform allow you to do more with your data. Some are created and maintained by KNIME, while others are contributed by the community or our trusted partners. Integrations are also available with many open-source projects.

Appsilon specializes in cutting-edge data analytics, machine learning, and managed service solutions tailored for Fortune 500 companies, non-governmental organizations, and non-profits. We excel in creating the most sophisticated R Shiny applications, enabling us to efficiently develop and expand enterprise-level Shiny dashboards. Our custom machine learning frameworks empower us to deliver prototypes for Computer Vision, Natural Language Processing, and fraud detection in just a week. Above all, our mission is to make a meaningful difference in the world. Through our AI For Good Initiative, we actively apply our expertise to initiatives that enhance human safety and support the conservation of wildlife across the globe. Recently, our efforts have included using computer vision to combat poaching in Africa, conducting satellite image analyses to evaluate damage from natural disasters, and developing tools for assessing COVID-19 risks. Additionally, Appsilon takes pride in being at the forefront of open-source innovation, fostering collaboration and transparency in technology development. Our commitment to these values positions us as leaders in both ethical practices and technological advancements.

Oversee and protect the entire data lifecycle from the Edge to AI across any cloud platform or data center. Functions seamlessly within all leading public cloud services as well as private clouds, providing a uniform public cloud experience universally. Unifies data management and analytical processes throughout the data lifecycle, enabling access to data from any location. Ensures the implementation of security measures, regulatory compliance, migration strategies, and metadata management in every environment. With a focus on open source, adaptable integrations, and compatibility with various data storage and computing systems, it enhances the accessibility of self-service analytics. This enables users to engage in integrated, multifunctional analytics on well-managed and protected business data, while ensuring a consistent experience across on-premises, hybrid, and multi-cloud settings. Benefit from standardized data security, governance, lineage tracking, and control, all while delivering the robust and user-friendly cloud analytics solutions that business users need, effectively reducing the reliance on unauthorized IT solutions. Additionally, these capabilities foster a collaborative environment where data-driven decision-making is streamlined and more efficient.

Challenges such as housing shortages, sustainability initiatives, and shifts in the economy are motivating urban areas to enhance their future planning strategies. With ArcGIS Urban, planning professionals and designers can work together seamlessly through a web-based 3D platform that facilitates scenario analysis and impact evaluations. This tool fosters a digital evolution in city and regional planning, promoting teamwork with community stakeholders and aligning various parties towards a more eco-friendly future. Users can create, monitor, and assess development initiatives using a digital twin representation of their city. By integrating building information modeling (BIM) and various 3D datasets throughout the project review stages, ArcGIS Urban provides a unified perspective of urban development regulations, significantly streamlining the building application process. Moreover, the platform simplifies the creation, modification, and management of land-use and zoning plans within an engaging 3D environment designed specifically for planners, ensuring a more efficient workflow and improved decision-making. This innovative approach not only enhances collaboration but also empowers communities to envision and shape their urban landscapes effectively.

H2O.ai stands at the forefront of open source AI and machine learning, dedicated to making artificial intelligence accessible to all. Our cutting-edge platforms, which are designed for enterprise readiness, support hundreds of thousands of data scientists across more than 20,000 organizations worldwide. By enabling companies in sectors such as finance, insurance, healthcare, telecommunications, retail, pharmaceuticals, and marketing, we are helping to foster a new wave of businesses that harness the power of AI to drive tangible value and innovation in today's marketplace. With our commitment to democratizing technology, we aim to transform how industries operate and thrive.

With the rapid pace of urbanization, it has become increasingly challenging for planners and city administrators to create intelligent, secure, and sustainable environments for their residents and workers. The pressing task they face involves developing more adaptable and contemporary urban living and working conditions despite the constraints of limited resources. To tackle this challenge, city officials must utilize data from various Smart City 1.0 platforms to enhance services that encourage sustainable lifestyles and foster economic growth. The TCS Intelligent Urban Exchange™ (IUX) IoT Analytics for Smart Cities and Businesses is designed to facilitate the cost-effective rollout of smart IoT projects, offering a modular and insight-driven platform that delivers innovative software solutions to address the complexities of modern urban areas. This cloud-based platform synthesizes data from a wide array of domains, systems, and IoT devices, employing advanced analytics to enable real-time decision-making. By integrating these capabilities, city leaders can better respond to the dynamic needs of their communities and improve overall quality of life.

Experience the entire journey of developing machine learning algorithms and forecasting results with just a single click. Not every dataset is inherently suitable for machine learning; leverage the Data Dialog to effortlessly refine your data without the hassle of file manipulation. You can easily distribute your prediction reports among your team or make them publicly accessible, allowing anyone to engage with your model and generate predictions. Integrate dynamic ML predictions directly into your application through our user-friendly low-code API. Assess factors like willingness to pay, evaluate leads, and more, all in real-time. Obviously AI equips you with the latest groundbreaking algorithms while ensuring top-notch performance is maintained. You can now accurately forecast revenue, streamline supply chains, and tailor marketing efforts to individual needs. With just a CSV upload or a quick integration with your preferred data sources, you can select your prediction column from a convenient dropdown menu and watch as we automatically construct the AI for you. Additionally, enjoy beautifully crafted visualizations of predicted outcomes, identify key influencers, and explore "what-if" scenarios to better understand potential futures. This innovative approach transforms the way you interact with data and make predictions.

Itron CityEdge combines the capabilities of IoT technologies, real-time analytics, and actionable insights to assist cities in fulfilling their sustainability objectives, streamlining operations, and improving urban resilience. With a network of more than 270 million connected devices and sensors serving 8,000 customers worldwide, Itron enables cities to access the data that matters most to them. CityEdge facilitates the integration of a wide range of advanced technologies, including field devices, sensors, smart connectivity, and secure multi-transport network communications, alongside an enterprise business intelligence platform specifically designed to enhance the delivery of city services and operations. It fosters collaboration across various departments and opens the door for innovative use cases through a flexible, open platform that connects to a vast ecosystem of global partners. Built on an open innovation framework guided by five key principles, CityEdge promotes the adoption of open standards, cultivates an open ecosystem mindset, eliminates barriers to experimentation, and ensures architectural flexibility, ultimately driving progress in urban management. By harnessing these tools, cities can not only improve their operational efficiency but also respond effectively to the challenges of modern urban living.

The Linker VisionAI Platform offers a holistic, all-in-one solution for vision AI, incorporating elements of simulation, training, and deployment to enhance the capabilities of smart cities and businesses. It is built around three essential components: Mirra, which generates synthetic data through NVIDIA Omniverse and NVIDIA Cosmos; DataVerse, which streamlines data curation, annotation, and model training with NVIDIA NeMo and NVIDIA TAO; and Observ, designed for the deployment of large-scale Vision Language Models (VLM) using NVIDIA NIM. This cohesive strategy facilitates a smooth progression from simulated data to practical application, ensuring that AI models are both resilient and flexible. By utilizing urban camera networks and advanced AI technologies, the Linker VisionAI Platform supports a variety of functions, such as managing traffic, enhancing worker safety, and responding to disasters. In addition, its comprehensive capabilities allow organizations to make well-informed decisions in real-time, significantly improving operational efficiency across diverse sectors.

Fostering advancements in essential areas such as transportation, lighting, parking, security, environmental sustainability, and infrastructure is crucial. By harnessing IoT innovations, cities can significantly enhance service delivery and improve the quality of life for their residents. The application of data analytics in smart city technology plays a vital role in shaping urban planning and future developments. A strategic technological integration allows cities to minimize energy consumption, waste, and costs while promoting sustainability. This approach can lead to reduced energy usage across the entire asset portfolio. Furthermore, leveraging near-real-time IoT data can enhance operational flexibility. Through the use of big data analytics, actionable insights can be generated to inform decisions. Reliable maintenance of buildings and facilities can be achieved through predictable scheduling. Additionally, transitioning to LED lighting can significantly lower energy consumption and CO2 emissions. Centralized management, supported by near-real-time data across facilities, can streamline operations. Ultimately, a comprehensive and customizable program empowers building operators to proactively monitor and enhance efficiency, ensuring long-term sustainability and operational effectiveness. By prioritizing these strategies, cities can pave the way for a smarter and more sustainable future.

Modern communities are increasingly seeking methods to enhance operational efficiency while ensuring that residents can enjoy safe living environments in their homes, neighborhoods, parks, and public areas. IntelliSite's SCaaS offers a comprehensive solution designed to help public safety organizations optimize resource management like never before. By integrating real-time video surveillance equipped with artificial intelligence, agencies can continuously oversee activities and gather critical data for law enforcement follow-up. This technology enables immediate intervention to address violations as they occur. Furthermore, the implementation of real-time video monitoring bolsters police and security efforts, effectively addressing prevalent issues in parks, such as loitering, unauthorized after-hours access, and vandalism. Using loudspeakers, authorities can directly confront and deter violators on the spot. Additionally, with IntelliSite's License Plate Recognition (LPR) technology, information gathered from license plates can be rapidly flagged to law enforcement and investigative teams, facilitating timely follow-up actions. Overall, this innovative approach not only enhances safety but also fosters a sense of community trust and well-being.

Fluentgrid Actilligence, the most popular COTS product, accelerates the delivery of integrated command-and-control center (ICCC), solutions for smart cities. It is pre-configured to allow for industry-leading smart city solutions from our partners in various urban domains. It allows for easy integration of third-party solutions as well as city applications using open APIs. The platform architecture of the product is easily scalable to meet ever increasing numbers of users, devices, integrations and data demands in a growing city.

Edge Computing allows for data processing to occur closer to its source, effectively at the network's edge. By doing so, it minimizes the communication bandwidth required between sensors and centralized data centers, as analytics and insights are generated locally. The IoT service gateway model, which utilizes robust enterprise software stacks and operates as a controller and aggregator at the edge of IoT systems, serves as an ideal basis for implementing Edge Computing solutions. Eurotech’s Everyware Software Framework (ESF) stands out as a commercial, enterprise-ready variant of Eclipse Kura, an open-source platform designed for Edge Computing in IoT gateways. Supported and distributed by Eurotech, ESF enriches Eclipse Kura with sophisticated features that enhance security, diagnostics, provisioning, remote access, and seamless integration with Everyware Cloud, Eurotech's IoT Integration Platform. Consequently, this approach not only strengthens the capabilities of IoT deployments but also fosters greater efficiency in data handling.

Trilliant delivers reliable and adaptable solutions for smart grids and smart cities, built on a versatile, device-agnostic, multi-layer platform aimed at enhancing connectivity, promoting sustainability, boosting public safety, tackling Industrial Internet of Things (IIoT) challenges, and providing customers around the globe with exceptional technological choices. This platform allows energy companies, utilities, and municipalities to select only the crucial services and solutions they require, consolidating them into one robust system that encompasses communications, analytics, data services, advanced metering infrastructure for both electricity and water, distribution automation, demand response capabilities, the Prime Energy Suite, IIoT applications, sub-metering, and intelligent outdoor lighting. Additionally, it facilitates integration across wide area, neighborhood area, and cellular networks, along with seamless meter integration, all functioning harmoniously across various devices without restricting users to a single vendor, thereby enhancing operational flexibility. This comprehensive approach empowers stakeholders to create tailored solutions that best suit their specific needs while maintaining a commitment to innovation and efficiency.

We enhance the interactions between government and utilities for everyone's benefit. Smart Cities Benefit All. The most effective technology in the public sector ensures that bill payments are straightforward for every resident, catering to their individual preferences. Customers should have the flexibility to settle bills, request services, or access information through the channels that suit them best—be it online, by phone, at a kiosk, or with a cashier. We address challenges faced by the public sector. Our solutions streamline routine transactions and intricate procedures, ranging from settling water bills to applying for homestead deductions. Digital, integrated tools yield improved data management and enhance staff experiences. Our adaptable government technology can easily adjust to changing ordinances. This leads to improved outcomes and user experiences. Various cities, counties, and utility providers throughout the U.S. are utilizing citybase technology to facilitate fair debt collection, expedite payment processes, and offer tailored service delivery. Our team is as approachable as our technology, demonstrating a genuine commitment to fostering smooth and efficient interactions for all users. By prioritizing user experience, we aim to make civic engagement more accessible and enjoyable.

Witboost is an adaptable, high-speed, and effective data management solution designed to help businesses fully embrace a data-driven approach while cutting down on time-to-market, IT spending, and operational costs. The system consists of various modules, each serving as a functional building block that can operate independently to tackle specific challenges or be integrated to form a comprehensive data management framework tailored to your organization’s requirements. These individual modules enhance particular data engineering processes, allowing for a seamless combination that ensures swift implementation and significantly minimizes time-to-market and time-to-value, thereby lowering the overall cost of ownership of your data infrastructure. As urban environments evolve, smart cities increasingly rely on digital twins to forecast needs and mitigate potential issues, leveraging data from countless sources and managing increasingly intricate telematics systems. This approach not only facilitates better decision-making but also ensures that cities can adapt efficiently to ever-changing demands.

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.

Inaccurate or incomplete information can significantly impede public safety initiatives. Often, this issue arises from data being isolated within various departments and solutions, which exacerbates the problem. The Verizon Real-Time Response System provides a comprehensive overview of a city at any moment. As a vital element of our Safe City initiative and Smart Communities portfolio, this system is designed to be compatible with other public safety solutions from various providers. By promoting collaboration between agencies, the Real-Time Response System improves situational awareness and aids in making better decisions through the identification of potential threats by integrating diverse technologies. This system is engineered as a Criminal Justice Information (CJI) compliant solution, which consolidates vast amounts of data from a variety of sources, including computer-aided dispatch, video surveillance, records management systems, and external databases. Ultimately, the enhanced integration offered by the Real-Time Response System ensures a more effective response to emergencies and a safer community overall.

We safeguard countless individuals in urban areas by equipping security experts with advanced AI technology and structured communication platforms. Kipod facilitates immediate searches through extensive databases of CCTV footage and provides real-time crime alerts, employing cutting-edge machine learning techniques. It utilizes facial recognition for isolation tracking and activates immediate alerts when overcrowding occurs in public venues amidst the coronavirus (COVID-19) pandemic and other health threats. Users can identify a person of interest simply by uploading a photograph, receiving swift information regarding the locations and times where the individual was last seen. The system allows filtering searches based on various attributes such as age, race, gender, and eyewear. Results are promptly validated against comprehensive criminal records to ensure accuracy. The cloud-based architecture of Kipod ensures a secure, robust, and seamless deployment across an unlimited number of cameras, catering to countless users. It also enables the management of shared resources among thousands of users from various organizations while providing precise control over access to video data, search capabilities, and databases of individuals and vehicles. This innovative approach significantly enhances public safety measures in cities, creating a safer environment for all residents.

FAMA SMARTcity is a specialized solution tailored for local government needs, providing a centralized information core that effectively addresses various aspects of city management. This innovative tool aggregates data from multiple systems and sensors throughout the city, offering a robust dashboard designed for public administrators. It seamlessly integrates with city APIs, enhancing operational efficiency. Additionally, it features a GIS map viewer that visualizes data from diverse sources, including Big Data, IoT, BI, municipal databases, and social media platforms. This creates an efficient communication channel among citizens, local authorities, and external service providers, streamlining processes and improving incident resolution. With this solution, the administration can achieve greater transparency, allowing citizens access to information about municipal assets, maintenance efforts, ongoing projects, and investments. Furthermore, it fosters deeper citizen engagement in maintaining public assets and contributes to improving the overall quality of life in their communities, encouraging a collaborative approach to city governance.