List of the Top 23 IoT Software for Google Cloud Platform in 2026

Golioth's IoT cloud platform stands out as a premier solution for IoT development, allowing contemporary engineering teams to swiftly create prototypes and oversee extensive fleets of IoT devices. By prioritizing hardware within your continuous integration and continuous deployment (CI/CD) workflow, Golioth offers a cohesive API along with a device firmware software development kit (SDK) and a robust IoT ecosystem, empowering engineers to construct, integrate, and manage IoT solutions with ease. This IoT cloud platform is uniquely designed to support your entire team, catering to hardware engineers, firmware developers, and cloud and data specialists alike, ensuring seamless collaboration and efficiency throughout the development process.

EMQX is an exceptionally scalable and dependable MQTT messaging platform crafted by EMQ, capable of handling a staggering 100 million simultaneous IoT device connections per cluster, all while ensuring incredibly high throughput and latencies measured in sub-milliseconds. With over 20,000 users globally across more than 50 nations, EMQX successfully connects in excess of 100 million IoT devices and has earned the trust of over 300 clients in essential IoT applications, featuring prominent names such as HPE, VMware, Verifone, SAIC Volkswagen, and Ericsson. Our versatile edge-to-cloud IoT data solutions cater to the diverse needs of various sectors undergoing digital transformation, including connected vehicles, industrial IoT, oil and gas, telecommunications, finance, smart energy, and smart cities. EMQX Enterprise stands out as the leading scalable MQTT messaging platform, offering 100 million concurrent MQTT connections, a message throughput of 1 million messages per second with under 1 millisecond latency, and business-critical reliability with an SLA of up to 99.99%. Additionally, it enables seamless integration of IoT data with more than 40 cloud services and enterprise systems. Meanwhile, EMQX Cloud serves as a fully managed MQTT service for IoT, allowing users to scale according to their needs and pay based on usage, alongside offering extensive IoT data integration options with over 40 choices. With operational capabilities across 19 regions on AWS, GCP, and Microsoft Azure, EMQX Cloud ensures 100% MQTT compliance for its users. The combination of these features positions EMQX as an unrivaled solution in the realm of IoT messaging platforms.

Akenza provides a comprehensive IoT platform designed to facilitate the development of intelligent solutions that enhance value. With its centralized interface, the platform enables users to connect, monitor, and manage all their IoT devices seamlessly. Akenza accelerates the introduction of innovative digital technologies by ensuring straightforward and secure management processes. Users can quickly implement their IoT projects using our self-service tools. Additionally, we specialize in optimal connectivity and device management for low-power technologies including LoRaWAN, Sigfox, and NB-IoT, catering to a diverse range of applications. This flexibility positions Akenza as a leader in the IoT landscape, empowering businesses to harness the full potential of their devices.

Embracing a truly agnostic approach, Ayla enables seamless connectivity for devices across a variety of transport protocols, connectivity options, and cloud infrastructure. It effortlessly supports protocols like HTTPS, MQTT, and CoAP, and features an extensive array of pre-configured agents tailored for embedded solutions, gateways, Android, Linux, BLE/phone, and cloud integrations. The Virtualization Engine of Ayla creates an effective 'digital twin' of each physical device, which is essential for comprehensive device management in the IoT landscape. With established capabilities such as a rules engine, firmware OTA updates, and data policies, Ayla’s Device Management system provides thorough support for connected products throughout their entire lifecycle. The application enablement offered by Ayla empowers businesses to extract substantial value from their data through multiple approaches. Moreover, Ayla’s Web Framework and Mobile Platform SDK allow for rapid creation of both consumer mobile and business applications. In addition, Ayla's services also encompass Customer Care, Field Service, and Asset Tracking, which further enhance operational efficiency and boost customer satisfaction. Collectively, Ayla's solutions are strategically designed to enhance connectivity and effectively streamline the management of IoT devices, making it a vital resource for businesses in the technology-driven market. This positions Ayla as a key player in the evolving landscape of Internet of Things technology.

Cloud IoT Core serves as a robust managed service that streamlines the secure connection, management, and data collection from a diverse range of devices worldwide. By seamlessly integrating with other offerings on the Cloud IoT platform, it delivers a comprehensive method for the real-time gathering, processing, analysis, and visualization of IoT data, significantly boosting operational efficiency. Utilizing Cloud Pub/Sub, Cloud IoT Core amalgamates data from multiple devices into a unified global framework that aligns effortlessly with Google Cloud's data analytics capabilities. This integration enables users to tap into their IoT data streams for advanced analytics, visual representations, and machine learning initiatives, leading to enhancements in workflows, proactive issue resolution, and the creation of strong models that optimize business functions. Moreover, it facilitates secure connections for any scale of devices—ranging from a handful to millions—through protocol endpoints that support automatic load balancing and horizontal scaling, which guarantees effective data ingestion in any circumstance. Consequently, organizations can derive crucial insights and enhance their decision-making processes by leveraging the potential of their IoT data, ultimately paving the way for greater innovation and progress. This transformative approach positions businesses to respond swiftly to market demands and operational challenges.

Introducing an MQTT Broker meticulously crafted to fulfill all your needs for implementing and expanding IoT applications. This platform boasts an efficient REST API, a rich dashboard equipped with customizable widgets, and a comprehensive data storage system, among others. Users are empowered to quickly gain insights into their IoT devices, tracking client connections and disconnections alongside vital data via multiple dashboard widgets. The system enhances user experience by offering alerts and color-coded indicators triggered by specific value thresholds. Additionally, it includes a powerful rules engine that transforms MQTT messages to streamline machine-to-machine communication automation, supporting both event-driven and timer-based rules, which allow users to identify data trends and automate relevant responses. For secure communications between devices, it employs a publish and subscribe messaging model reinforced by dual layers of security, featuring SSL/TLS encryption for connectivity and optional username/password authentication. Furthermore, robust web security measures are integrated for safe data access. To maintain high availability, the broker can function with multiple message brokers concurrently, ensuring efficient data collection and message distribution from devices. This architecture guarantees an impressive 99.99% success rate in data retrieval, providing reliability in the face of software challenges. Additionally, the system's adaptability facilitates effortless integration with a variety of IoT applications and services, making it an ideal solution for diverse deployment scenarios. Ultimately, this MQTT Broker stands out as a reliable and versatile choice for any IoT project.

Establish an IoT simulator capable of transmitting real-time messages either within defined ranges or derived from a selection of random values, determined by time and the client. This configuration should replicate dynamic messages in both TEXT and JSON formats, closely resembling genuine IoT devices. It will accommodate four distinct types of dynamic values for message transmission, which include system variables such as timestamps and client identifiers, in addition to random, range, linear, and constant values to facilitate diverse data publication in each sequence, thereby ensuring alignment with actual device behavior. Moreover, you can set up IoT events by utilizing your personalized dataset, which can be uploaded via the CSV Importer feature. Each command sent to the edge device or IoT endpoint will elicit a response from the device once the requested action has been executed. To craft realistic scenarios, you can implement behavior simulation, an automated response mechanism that reacts to subscribers based on the messages and topics it encounters. When a simulation request is received, the connected virtual devices will commence data publishing to the specified endpoint, thereby effectively mirroring real-world interactions within the IoT framework. This comprehensive setup significantly elevates the realism of the simulations, enabling a more precise representation of the dynamics within the IoT ecosystem and fostering enhanced testing and development opportunities.

Armis Centrix™ is an enterprise-grade cyber exposure management platform built to secure the full spectrum of connected assets—from traditional IT devices to OT, ICS, IoT, and life-critical medical equipment. Its asset intelligence engine continuously discovers, profiles, and monitors devices across physical, virtual, cloud, and industrial networks, eliminating the blind spots that attackers often exploit. Armis Centrix™ evaluates risk in real time with automated vulnerability detection, dynamic segmentation, and contextual risk scoring tailored to each asset’s role and behavior. The platform integrates seamlessly into existing security stacks while enhancing overall visibility, compliance, and threat response capabilities. Its modular capabilities include OT/IoT Security, Medical Device Security, VIPR Pro for end-to-end prioritization and remediation, and Early Warning threat intelligence that forecasts vulnerabilities targeted by threat actors. This enables organizations to prepare proactively rather than reactively. Armis Centrix™ supports both SaaS and on-prem deployments, making it suitable for regulated industries that demand tight operational control. Advanced automation reduces manual workload and accelerates remediation timelines, improving operational efficiency across IT and security teams. The platform’s proven impact is reflected in customer stories—from municipalities discovering 30% more devices than expected to global enterprises improving cyber resilience without disrupting operations. Backed by industry analysts, strong security certifications, and deep ecosystem integrations, Armis Centrix™ stands as a leader in safeguarding today’s highly connected digital infrastructures.

Friendly's One IoT Device Management enables users to oversee a variety of IoT devices remotely, accommodating those with complex data models and limited functionalities through widely accepted protocols such as LwM2M, OMA-DM, MQTT, CoAP, TR-369 USP, and TR-069. This comprehensive solution supports automated setup and remote control of IoT devices, featuring an Admin Portal, a Technician Portal, a Quality of Experience (QoE) Dashboard, Business Intelligence (BI) tools, and Big Data Analytics, as well as a robust API for customizing vertical applications. Furthermore, Friendly provides an App generator module designed to streamline the development and updating of personalized applications, eliminating the need for programming expertise. In addition, Friendly's One-IoT™ Device Management can be implemented via private cloud, public cloud, or directly at the customer's location, offering the flexibility to meet diverse operational demands. This versatility empowers users to manage their IoT ecosystems effectively, tailoring their approach to align with specific infrastructure needs while ensuring optimal performance and efficiency.

This system enables secure interactions with devices using both HTTP and MQTT protocols while simultaneously receiving data from LoRa Network Servers and various IoT Cloud streams. Recognized as a serverless computing solution, often termed function as a service (FaaS), it boasts online editing capabilities, along with support for codecs and various integrations. It efficiently processes and standardizes incoming data from devices, adeptly translating uplink messages and encoding downlink commands to facilitate the deployment of integration functions. The architecture is designed to manage device registration, configuration, provisioning, and it also streamlines Firmware Over The Air (FOTA) scheduling and batching. Users have the convenience of easily deregistering and reregistering devices via the LNS Switch feature. Furthermore, it securely retains LoRaWAN keys and SSL/TLS certificates, enabling users to access real-time insights into their data. With remarkable performance, the system manages substantial data volumes and allows for rapid queries across extensive telemetric and historical records. It is capable of processing millions of data points every second and provides both vertical and horizontal scalability, supported by a powerful data streaming processing engine. This adaptability ensures that data management remains not only efficient but also responsive, keeping pace with the continuously evolving needs of IoT applications. Moreover, the system's architecture is built to accommodate future growth, ensuring that as new devices and applications emerge, they can be integrated seamlessly.

The Waylay platform serves as a versatile IoT solution that provides advanced OEM technology for backend development and operational tasks, enabling swift deployment of IoT solutions on a grand scale. It boasts advanced rule logic modeling and execution capabilities, along with thorough lifecycle management features. This platform can automate a wide range of data workflows, no matter how intricate they may be. Specifically designed to manage the varied data patterns prevalent in IoT, OT, and IT, Waylay integrates both streaming and time series analytics into a cohesive intelligence environment. By equipping non-developer teams with intuitive, self-service applications centered around key performance indicators, it effectively reduces the time required to bring IoT products to market. Users can pinpoint the most suitable automation tools for their unique IoT needs and assess them against predefined benchmarks. Moreover, the process of developing IoT applications markedly differs from traditional IT development, as it requires the integration of the physical aspects of Operations Technology—like sensors and actuators—with the digital framework of Information Technology, which includes databases and software systems. This convergence of physical and digital realms emphasizes the distinct challenges and opportunities that arise in the realm of IoT application development. As a result, organizations can leverage these insights to create more effective and responsive IoT solutions.

Leverage insights from the Internet of Things (IoT) to optimize and revolutionize business operations for substantial advancements. The SAP Internet of Things solution is equipped with features specifically designed for a variety of industrial IoT applications. Serving as the IoT element of SAP’s Business Technology Platform, it empowers companies to rethink their operational processes and business models by seamlessly incorporating IoT services and data. This solution includes an extensive reference architecture that offers business services and critical functionalities to address vital industrial IoT challenges across diverse sectors, including manufacturing, logistics, asset management, supply chain, product tracking, and service management. Additionally, it provides a cloud service aimed at the development of IoT applications while ensuring compatibility with existing business software. It further integrates robust Big Data capabilities that manage IoT data, enriching it with pertinent business context, rules, and a method for event-driven integration. Moreover, the solution features analytical services that are directly linked to SAP Analytics Cloud, enabling organizations to effectively make data-driven decisions. This comprehensive strategy not only facilitates the unlocking of IoT technology's full potential but also supports continuous innovation in business practices. By embracing this approach, organizations can stay ahead in an increasingly competitive landscape and maximize their operational efficiency.

The IoT Platform offers all the necessary components to effortlessly design and deploy a full-fledged IoT application. By leveraging the IoT Platform, you can focus on your core business goals, as it is customizable and can be tailored to reflect your brand identity. Rather than building from scratch, you can work on growing your customer base with greater efficiency. Thanks to its flexible architecture and strong support for IoT technology, this platform is ideal for service providers looking to consolidate their clients while ensuring secure connectivity between IoT devices and applications linked to a central server. Any device that sends or receives messages using MQTT over a TCP/IP connection can be classified as an MQTT client, with the protocol itself adhering to TCP/IP standards. Both the client and the broker function on this TCP/IP layer, which is also applicable in MQTT over SSL setups. The Bevywise platform simplifies the establishment of MQTT/TCP connections, aiding in the rapid development of IoT applications. Moreover, the multi-tenant device management capability allows for effective oversight of various customer device data within one platform, enabling each client to efficiently monitor and manage their IoT devices. This all-encompassing solution not only improves operational efficiency but also cultivates enhanced customer interaction and satisfaction. Ultimately, it empowers businesses to adapt to changing market demands while ensuring a streamlined user experience.

EMnify provides a comprehensive solution for IoT SIMs, enabling global and multi-technology network connectivity for devices in over 180 countries. Our service is designed with multiple layers of redundancy, guaranteeing high-quality connectivity and optimal network uptime. By incorporating EMnify into your cloud infrastructure, you can access real-time performance analytics on connectivity. Furthermore, EMnify CloudConnect ensures secure, end-to-end data transmission, negating the need for complicated VPN configurations. With our platform, you can seamlessly manage the SIM lifecycle, oversee network performance, regulate data consumption, and configure devices directly within your existing applications and business systems. Our powerful API streamlines these processes, allowing you to take control of your IoT connectivity. Central to our services is a strong commitment to secure and confidential data management, with rigorous measures implemented to protect sensitive information. Regular independent audits reinforce our dedication to maintaining the safety of your data and that of your customers, assuring reliability in an increasingly interconnected environment. This commitment not only builds trust but also enhances the overall user experience in managing IoT deployments.

Soracom stands as a global frontrunner in intelligent IoT connectivity, offering a cloud-based wireless service specifically designed to meet the unique needs of connected devices. Founded in 2015 with a commitment to creating a more interconnected world by removing barriers to IoT innovation, Soracom has expanded its reach to over 20,000 clients across various industries such as agriculture, energy, construction, transportation, consumer electronics, manufacturing, real estate, and healthcare. From serving large multinational corporations to fast-growing startups, Soracom is trusted for its affordable and reliable connectivity solutions that not only accelerate market entry but also streamline cloud integration. Furthermore, as an AWS IoT Competency Partner, Soracom is equipped to securely convert MQTT data to MQTTS and facilitate the transformation of UDP, TCP, and HTTP data into HTTPS, which enhances cost-effectiveness. Users also benefit from the ability to create visually appealing, serverless dashboards that provide insights into their IoT data usage, alongside the capability to perform remote maintenance on their devices without relying on intricate relay server configurations. This holistic approach not only simplifies operational processes but also allows businesses to prioritize innovation and growth, driving them toward a more efficient future. As a result, Soracom continues to pave the way for advancements in IoT connectivity.

Harness the power of Edge computing to transform large datasets into actionable insights that are easy to manage. Collect sensor data from all your machinery and create connections to various devices such as sensors, PLCs, DCS, MES, or historians. Adopt condition monitoring for assets situated in remote locations, effectively adhering to Industry 4.0 standards to ensure optimal data collection and integration. Combine real-time streaming data with enterprise-level information for smooth data transitions, utilizing either your preferred Cloud Provider or an in-house data center for storage needs. Take advantage of Crosser Edge's MLOps features to implement, manage, and deploy your tailored machine learning models, while the Crosser Edge Node accommodates any machine learning framework. You can access a centralized repository for your trained models hosted in Crosser Cloud, and simplify your data pipeline with an intuitive drag-and-drop interface. Easily deploy your machine learning models across multiple Edge Nodes in a single action, enabling self-service innovation through Crosser Flow Studio. Benefit from an extensive collection of pre-existing modules that enhance collaboration among teams in different locations, significantly decreasing dependency on specific team members and boosting overall organizational productivity. By leveraging these advanced capabilities, your operational workflow will not only enhance collaboration but also drive innovation to unprecedented levels, paving the way for future advancements.

The AirVantage® IoT connectivity platform allows for comprehensive management of your global IoT connectivity projects from a single, centralized location. This platform provides a seamless user experience for managing cellular edge devices and subscriptions from Sierra Wireless as well as other compatible providers through an intuitive self-service portal, thereby optimizing logistics, lowering communication costs, and boosting the operational performance of your connected devices. Streamline your SIM card management with a multifunctional platform that offers essential tools for tracking your worldwide SIM inventory, monitoring usage, and managing the lifecycle of both Sierra Wireless and other legacy SIMs from your chosen operators. While entering the market swiftly is important, it becomes truly valuable when you can deliver an outstanding and uninterrupted experience to your customers. This underscores the necessity of predicting potential issues before they affect your users and addressing them swiftly. Arm your team with the industry’s most extensive suite of cellular device management tools to ensure uninterrupted service delivery and enhance customer satisfaction. By adopting this proactive strategy, you not only reduce downtime but also significantly increase the overall dependability of your IoT solutions, fostering long-term trust with your clients. Moreover, an emphasis on predictive maintenance can lead to innovative advancements in service offerings.

For those looking to set up an information kiosk, digital signage, an in-vehicle entertainment system, or a home automation interface, Mir on Ubuntu offers the fastest deployment option. Acting as a system-level component, Mir enables the development of cutting-edge user experiences and supports a wide range of Linux-based devices, including traditional desktop computers, IoT devices, and embedded systems. By effectively replacing the longstanding X window server system, which has been a staple in Linux desktop environments, Mir provides manufacturers and users with a robust, efficient, versatile, and secure graphical framework. The X windowing system has served as the foundation for graphical user interfaces on Linux for over three decades, accommodating both system-level and application-level requirements. However, with the growing demand for a more unified, integrated, and secure experience, the X system often falls short. This is where Mir emerges as a modern solution, crafted to address these shifting demands and elevate the user experience to new heights. In addition to its compatibility with various platforms, Mir's architecture is optimized for performance, ensuring that applications run smoothly and efficiently.

Prodea facilitates the swift deployment of secure, scalable, and globally compliant connected products and services within a span of six months. As the exclusive provider of an IoT platform-as-a-service (PaaS) specifically designed for manufacturers of mass-market consumer home goods, Prodea delivers three essential offerings: the IoT Service X-Change Platform, which enables the quick introduction of connected products into various global markets with minimal development effort; Insight™ Data Services, which furnishes vital insights based on user interaction and product usage analytics; and the EcoAdaptor™ Service, aimed at enhancing product value through smooth cloud-to-cloud integration and interoperability with a range of other products and services. Prodea has effectively supported its global brand partners in rolling out over 100 connected products, completing projects in an average timeframe of under six months across six continents. This impressive achievement is primarily due to the Prodea X5 Program, which seamlessly integrates with the three leading cloud services, empowering brands to evolve their systems both effectively and efficiently. Furthermore, this all-encompassing strategy guarantees that manufacturers can swiftly respond to shifting market demands while optimizing their connectivity potential. By providing such innovative solutions, Prodea positions itself as a frontrunner in the IoT landscape.

It's increasingly inadequate to simply manage configuration, connectivity, and firmware updates. To guarantee that your devices operate effectively, you need to maneuver through a complex and decentralized technological landscape. Building this infrastructure in-house can sap critical resources that would be better spent on driving product innovation, which may ultimately diminish your competitive advantage. EdgeIQ provides adaptable software designed to oversee the lifecycle of connected devices, encompassing data management and integration across the complete value chain. Our solution supplies you with the essential infrastructure you need, enabling you to focus on developing outstanding products. With our platform, you can seamlessly onboard, provision, monitor, and manage fleets of IoT devices alongside their related users and accounts, all through a single interface or a simple API call. This efficient methodology not only boosts productivity but also allows teams to dedicate their efforts to strategic projects that foster growth. By leveraging our technology, businesses can stay ahead in an ever-evolving market landscape.

ZEDEDA provides a user-friendly and scalable cloud-based orchestration platform that significantly improves visibility, control, and security in distributed edge environments, enabling users to deploy and manage applications seamlessly across any hardware while connecting with various cloud or on-premises systems. By leveraging ZEDEDA, customers can easily deploy and manage any edge compute node, which helps them harness the potential of IoT data for timely decision-making. The platform's design allows for the execution of any application on any hardware without being tied to a specific vendor, facilitating the simultaneous operation of both legacy and cloud-native applications. It also streamlines the management process by allowing bulk application deployments with a single click. Moreover, ZEDEDA incorporates strong security protocols to prevent hardware spoofing, detect anomalies in the software stack, and uphold device integrity. Users benefit from the ability to monitor and control data flows across applications and nodes, which aids in quickly identifying any suspicious activities. The platform further aids in meeting regulatory compliance standards and helps minimize risks related to data breaches and leaks. In addition, ZEDEDA automates the deployment and management of applications and system software straight from the cloud, making the edge computing experience much more efficient. This all-encompassing solution not only empowers organizations to maximize their edge infrastructure but also ensures adherence to the highest levels of security and compliance, ultimately driving operational excellence.

Ijura Enterprise presents a cutting-edge mobile threat defense system that operates on the cloud, providing protection for both end-user devices and IoT technologies within the data network. Our state-of-the-art platform effectively guards smartphones, SIM-equipped laptops, tablets, and IoT devices against malicious content and various cyber threats. With three patents filed, our strategy for mobile security is all-encompassing, addressing vulnerabilities that could allow advanced attacks to bypass conventional security systems while ensuring a seamless user experience for accessing both corporate and personal applications. Embracing a zero-trust model, we focus on safeguarding personal information while also fortifying enterprise networks. Furthermore, Ijura Enterprise is pursuing three additional patents aimed at enhancing the security of interconnected devices by collaborating with telecom operators' data servers. Our solution rigorously analyzes each data packet to detect potential risks, such as phishing schemes, malware, and botnet activities, thereby providing a strong defense against a wide range of cyber threats. By perpetually evolving our technology, we are dedicated to delivering an unmatched level of security for all types of connected devices, ultimately instilling greater confidence in users regarding their digital safety.

Zulu Embedded™ is a fully open-source Java platform, uniquely designed for embedded systems, IoT, and IIoT edge devices and gateways, and dedicated applications, ensuring complete certification and customization. This versatile platform is compatible with various operating systems and hardware. Zulu Embedded™ adheres to all Java SE standards, allowing applications to function without requiring any coding modifications. You can leverage standard Java tools for development and profiling purposes. As an entirely open-source solution, it comes with no associated licensing fees. Zulu Embedded also offers support plans that include ready-to-redistribute downloadable runtimes, continuous security updates, technical assistance, and diverse packaging options. We are committed to collaborating with you to identify the optimal bundle, support, pricing, and pricing model tailored to your specific requirements, ensuring a seamless integration into your projects. This approach guarantees that you receive the best possible service and resources for your development needs.