Best IoT Software for Google Cloud Platform

Golioth IoT cloud platform is the leading IoT development platform that enables modern engineering teams to quickly prototype and manage fleets of IoT devices. We put hardware at the center of your CI/CD process. With a unified API and device firmware SDK, plus a strong IoT ecosystem Golioth helps engineers easily build, integrate, and manage IoT solutions–without the stress. The only IoT cloud solution built for your entire team: from your hardware engineers to firmware developers, from cloud to data teams.

EMQX is the world's most scalable and reliable MQTT messaging platform designed by EMQ. It supports 100M concurrent IoT device connections per cluster while maintaining extremely high throughput and sub-millisecond latency. EMQX boasts more than 20,000 global users from over 50 countries, connecting more than 100M IoT devices worldwide, and is trusted by over 300 customers in mission-critical IoT scenarios, including well-known brands like HPE, VMware, Verifone, SAIC Volkswagen, and Ericsson. Our edge-to-cloud IoT data solutions are flexible to meet the demands of various industries towards digital transformation, including connected vehicles, Industrial IoT, oil & gas, carrier, finance, smart energy, and smart cities. EMQX Enterprise: The World’s # 1 Scalable MQTT Messaging Platform -100M concurrent MQTT connections -1M/s messages throughput under 1ms latency -Business-critical reliability, Up to 99.99% SLA -Integrate IoT data seamlessly with over 40 cloud services and enterprise systems EMQX Cloud: Fully Managed MQTT Service for IoT - Scale as you need, pay as you go - Flexible and rich IoT data integration up to 40+ choices - Run in 19 regions across AWS, GCP, and Microsoft Azure - 100% MQTT

Akenza is an IoT platform that allows you to create smart solutions and add value. It connects, controls and manages all IoT devices from one place. The akenza IoT platform allows rapid market introduction of new digital technologies by allowing for simple and secure management. You can create your IoT case immediately with our self-service solution. We offer the best connectivity and device management solutions for low-power connectivity technologies such as LoRaWAN, Sigfox or NB-IoT. M1.

Ayla adopts a genuinely agnostic strategy, facilitating device connectivity through various widely-used transport protocols, connectivity methods, and cloud infrastructure solutions. Compatible with standards such as HTTPS, MQTT, and CoAP, Ayla offers a comprehensive selection of pre-configured agents designed for embedded systems, gateways, Android, Linux, BLE/phones, and cloud connectivity. The company’s Virtualization Engine creates a powerful 'digital twin' of each physical device, establishing a strong groundwork for managing devices at a large scale within the IoT ecosystem. With proven functionalities like a rules engine, firmware Over-The-Air (OTA) updates, and data policies, Ayla's Device Management system ensures thorough support for connected products throughout their entire lifecycle. Additionally, Ayla's application enablement capabilities allow businesses to derive significant value from their data in numerous ways. By providing both a Web Framework and a Mobile Platform SDK, Ayla accelerates the development of consumer and business applications. Furthermore, they offer services such as Customer Care, Field Service, and Asset Tracking, enhancing the overall user experience and operational efficiency.

Cloud IoT Core is a comprehensive managed service designed to facilitate the secure connection, management, and data ingestion from a vast array of devices spread across the globe. By integrating with other services on the Cloud IoT platform, it offers a holistic approach to the collection, processing, analysis, and visualization of IoT data in real-time, ultimately enhancing operational efficiency. Leveraging Cloud Pub/Sub, Cloud IoT Core can unify data from various devices into a cohesive global system that works seamlessly with Google Cloud's data analytics services. This capability allows users to harness their IoT data streams for sophisticated analytics, visualizations, and machine learning applications, thereby improving operational workflows, preempting issues, and developing robust models that refine business processes. Additionally, it enables secure connections for any number of devices—whether just a few or millions—through protocol endpoints that utilize automatic load balancing and horizontal scaling, ensuring efficient data ingestion regardless of the situation. As a result, businesses can gain invaluable insights and drive more informed decision-making processes through the power of their IoT data.

An MQTT Broker designed with enthusiasm to meet all your requirements for deploying and scaling IoT applications. It features a REST API, a comprehensive dashboard with customizable widgets, and an extensive data storage solution, among other capabilities. Users can quickly visualize a snapshot of their IoT devices, monitoring client connections and disconnections, as well as critical data through various dashboard widgets. The system also provides alerts and color-coded indicators based on different value triggers. A robust rules engine is included to convert MQTT messages, facilitating streamlined M2M communication automation. This engine supports event and timer-based rules, enabling users to define data patterns and automate corresponding actions. For secure device communication, a publish and subscribe messaging model is implemented with dual layers of security, employing SSL/TLS for connectivity and optional username/password authentication. Additionally, web security measures are in place for data viewing. To ensure high availability, the broker can operate multiple message brokers simultaneously, guaranteeing efficient message collection and publication from devices. This architecture assures a remarkable 99.99% success rate in data collection, ensuring reliability regardless of software challenges. Moreover, the system's flexibility allows for seamless integration with various IoT applications and services.

Set up the IoT simulator to transmit real-time messages that can either fall within a specific range or derive from a random assortment of values, taking into account both time and client factors. The system should replicate dynamic messages in two formats, TEXT and JSON, closely mimicking the functionality of actual IoT devices. It will facilitate the transmission of four distinct types of dynamic values, including system variables like timestamps and client identifiers, as well as random, range-based, linear, and constant values, allowing for diverse data publication in each sequence to effectively align with genuine device behavior. Users can configure IoT events by uploading a predefined dataset via a CSV file using the CSV Importer feature. Each command dispatched to the edge device or IoT endpoint will generate a response from the device upon completing the requested action. Additionally, users can create realistic scenarios with automatic responses through Behavior Simulation, an engine designed to reply to subscribers based on the messages and topics received. Once a simulation request is initiated, the virtual connected devices commence data publication to the endpoint, ensuring seamless interaction within the simulated environment. This comprehensive setup enhances the realism of IoT simulations, bridging the gap between theoretical modeling and practical application.

Armis Centrix™ unifies cybersecurity operations by delivering continuous discovery, monitoring, and protection of every asset across complex hybrid networks. Its AI-powered intelligence engine enables security teams to detect unmanaged devices, assess vulnerabilities, and mitigate risks before attackers can exploit them. Organizations can manage IT systems, industrial OT environments, medical IoMT fleets, and IoT devices from a single platform with zero blind spots. The platform supports both on-premises and SaaS deployments, making it flexible for industries like healthcare, utilities, manufacturing, and critical infrastructure. VIPR Pro enhances the platform with automated remediation workflows, helping teams prioritize issues based on real-world threat activity. Early Warning intelligence provides insight into vulnerabilities actively being weaponized, ensuring organizations can act ahead of threats. Armis Centrix™ also improves business outcomes by increasing operational efficiency, supporting compliance, and strengthening resilience. Trusted by global enterprises and recognized by Gartner and GigaOm, Armis Centrix™ is built to meet the cybersecurity demands of modern digital environments.

Friendly's One IoT Device Management allows for the remote oversight of various IoT devices, including those with intricate data models and limited capability, utilizing standard protocols like LwM2M, OMA-DM, MQTT, CoAP, TR-369 USP TR-069, among others. This solution facilitates automated initialization and remote administration of IoT devices, featuring an Admin Portal, a Technician Portal, a Quality of Experience (QoE) Dashboard, Business Intelligence (BI), and Big Data Analytics, along with a comprehensive API for tailoring vertical applications. Additionally, Friendly offers an App generator module that simplifies the creation and updating of custom applications without the need for programming skills. Moreover, Friendly's One-IoT™ Device Management can be deployed through private cloud, public cloud, or directly on the customer's site, providing flexibility to suit various operational needs. This adaptability ensures that users can effectively manage their IoT ecosystem in a way that aligns best with their infrastructure requirements.

Supports secure connections with devices that utilize HTTP and MQTT protocols, while receiving data from LoRa Network Servers as well as streams from various IoT Clouds. This versatile serverless computing environment, often referred to as function as a service (FaaS), offers online editing capabilities along with codecs and integrations. It processes and normalizes incoming data from devices, translating uplink messages and encoding downlink commands to streamline integration function deployment. The system efficiently manages device registration, configuration, provisioning, and facilitates Firmware Over The Air (FOTA) scheduling and batching. Users can easily deregister and reregister devices through the LNS Switch feature. It securely stores LoRaWAN keys and SSL/TLS certificates, providing access to real-time data insights. With exceptional performance, it can handle large volumes of data, allowing for quick queries across billions of telemetric and historical records. Capable of ingesting millions of data points in a second, it also offers vertical and horizontal scalability driven by a robust data streaming processing engine. Additionally, this architecture ensures that data management remains efficient and responsive, adapting to the ever-growing demands of IoT applications.

The Waylay platform is a modular IoT solution that offers top-tier OEM technology for backend development and operational processes, facilitating the rapid delivery of IoT solutions on a large scale. It features sophisticated rule logic modeling, execution capabilities, and comprehensive lifecycle management. This platform allows for the automation of various data workflows, regardless of their complexity. Designed to seamlessly handle the diverse data patterns found in IoT, OT, and IT, Waylay integrates both streaming and time series analytics into a single, collaborative intelligence environment. By providing non-developer teams with user-friendly, self-service apps focused on key performance indicators, it significantly shortens the time to market for IoT products. Users can identify the most effective automation tools for their specific IoT applications and evaluate them against established benchmarks. Additionally, developing IoT applications diverges significantly from traditional IT development, as it entails connecting the physical realm of Operations Technology, which involves sensors and actuators, with the digital landscape of Information Technology, encompassing databases and software systems. This bridging of worlds highlights the unique challenges and opportunities presented by IoT application development.

Utilize insights derived from IoT to enhance and transform business processes for significant improvements. The SAP Internet of Things solution provides features tailored for various industrial IoT scenarios. Functioning as the IoT component of SAP’s Business Technology Platform, it allows organizations to rethink their business processes and models by integrating IoT services and data seamlessly. The SAP IoT solution includes a comprehensive reference architecture that delivers business services and key functionalities to tackle essential industrial IoT challenges across sectors such as manufacturing, supply chain, logistics, asset management, product tracking, and service management. It also offers a cloud service designed for developing IoT applications and ensures integration with existing business applications. Additionally, it incorporates Big Data capabilities that are inherently managed, enriching IoT data with relevant business context, rules, and a framework for event-driven integration. Furthermore, it provides analytical services that are live-linked to SAP Analytics Cloud, empowering organizations to make data-driven decisions effectively. This holistic approach helps organizations unlock the full potential of IoT technology in their operations.

The IoT Platform provides all the essential tools to design and launch a comprehensive IoT application, allowing you to concentrate on your primary business objectives. With the IoT Platform, you can easily integrate it into your brand instead of starting from scratch, enabling you to connect with more customers promptly. Its flexible architecture, bolstered by IoT technologies, is perfect for service providers seeking to unify their customer base while securely managing the connection of IoT devices and applications to a single hosted server. Essentially, any device that communicates via MQTT over a TCP/IP layer qualifies as an MQTT client, since the MQTT protocol relies on TCP/IP for operation. Both the broker and client need to operate on a TCP/IP layer, which can also be utilized for MQTT over SSL. The Bevywise platform supports MQTT/TCP, facilitating the development of IoT applications efficiently. Additionally, the platform enables multi-tenant device management, allowing for the oversight of multiple customers' device data within a single framework, thereby empowering each client to effectively monitor and control their IoT devices. This approach not only enhances user experience but also streamlines management processes across different customers.

EMnify offers a comprehensive IoT SIM solution that provides your devices with global, multi-technology network connectivity across more than 180 countries. Our service features multiple layers of redundancy to ensure top-notch connectivity quality and maximum network uptime. By integrating EMnify into your cloud infrastructure, you can gain real-time insights into connectivity performance. Additionally, EMnify CloudConnect facilitates secure end-to-end data transport while eliminating the need for complex VPN setups. You can efficiently manage the SIM lifecycle, monitor network performance, control data usage, and configure devices directly from your existing applications and business systems. Our robust API simplifies processes, empowering you to take command of your IoT connectivity. At the core of our offerings lies a commitment to secure and confidential data management, with stringent measures in place to safeguard information. We undergo thorough, independent audits to ensure that the data of you and your customers remains safe from unauthorized access, providing peace of mind in an increasingly connected world.

Soracom is a worldwide leader in smart IoT connectivity, providing a cloud-native wireless service tailored for the specific requirements of connected devices. Established in 2015 with the mission to foster a more interconnected world by eliminating obstacles to IoT development, Soracom has grown to support over 20,000 clients across diverse sectors including agriculture, energy, construction, transportation, consumer electronics, manufacturing, real estate, and healthcare. Whether catering to large global corporations or rapidly expanding startups, Soracom is relied upon for its cost-effective and dependable connectivity solutions that enhance speed to market and simplify cloud integration. Additionally, Soracom holds the distinction of being an AWS IoT Competency Partner, enabling it to securely convert MQTT data to MQTTS, and transform UDP, TCP, and HTTP data into HTTPS, thereby optimizing cost efficiency. Users can also gain insights into their IoT data consumption by designing attractive, serverless dashboards, and they can execute maintenance operations remotely on their devices without the need for complex relay server setups. This comprehensive approach not only streamlines operations but also empowers businesses to focus on innovation and growth.

Analyze and utilize your data at the Edge to transform Big Data into manageable, pertinent insights. Gather sensor information from all your equipment and establish connections with various devices like sensors, PLCs, DCS, MES, or historians. Implement condition monitoring for assets located remotely, aligning with Industry 4.0 standards for effective data collection and integration. Merge real-time streaming data with enterprise data for seamless data flows, and utilize your preferred Cloud Provider or your own data center for data storage solutions. Leverage Crosser Edge's MLOps capabilities to bring, manage, and deploy your custom machine learning models, with the Crosser Edge Node supporting any machine learning framework. Access a centralized library for your trained models hosted in Crosser Cloud, and streamline your data pipeline using a user-friendly drag-and-drop interface. Easily deploy machine learning models to multiple Edge Nodes with a single operation, fostering self-service innovation through Crosser Flow Studio. Take advantage of an extensive library of pre-built modules to facilitate collaboration among teams across different locations, effectively reducing reliance on individual team members and enhancing organizational efficiency. With these capabilities, your workflow will promote collaboration and innovation like never before.

The AirVantage® IoT connectivity platform allows you to maintain control over your global IoT connectivity initiatives through a centralized system. With this platform, you can oversee all your cellular edge devices and subscriptions from Sierra Wireless, along with other chosen operators, using the AirVantage self-service portal, which streamlines logistics, reduces communication expenses, and enhances the uptime of your fleet of connected devices. This operator-agnostic platform simplifies SIM fleet management by providing essential tools for tracking global SIM inventory, monitoring usage patterns, and managing the lifecycles of both your Sierra Wireless and older SIMs from various operators. Being quick to market is crucial, but it is equally important to ensure that you can offer an exceptional and uninterrupted user experience to your clients. Anticipating potential issues before they affect your customers and being equipped to address them swiftly is essential for success. Equip your team with the industry's most comprehensive suite of cellular device management tools to ensure your services remain operational and efficient at all times. By doing so, you can significantly enhance your operational resilience and customer satisfaction.

If you're seeking to implement an information kiosk, a digital signage display, an entertainment system for vehicles, or a home automation interface, Mir on Ubuntu provides the quickest route to deployment. Serving as a system-level component, Mir facilitates the creation of innovative user experiences and is compatible with a variety of Linux-based devices, from traditional desktops to IoT and embedded systems. It effectively replaces the X window server system, which has been widely utilized across Linux desktop environments. This transition allows manufacturers and desktop users to benefit from a powerful, efficient, flexible, and secure graphical environment. For over 30 years, the X windowing system has been the backbone of graphical user interfaces on Linux, successfully catering to both system-level and application-level needs. Nevertheless, modern users demand a more cohesive, integrated, and secure experience, which the X system struggles to provide. Consequently, Mir stands out as a contemporary alternative, designed to meet those evolving expectations and enhance the overall user experience.

Prodea enables the rapid launch of secure, scalable, and globally compliant connected products and services within a six-month timeframe. As the sole provider of an IoT platform-as-a-service (PaaS) tailored for manufacturers of mass-market consumer home products, Prodea offers three core services: the IoT Service X-Change Platform, which allows for the swift introduction of connected products into diverse global markets with minimal development effort; Insight™ Data Services, which provides critical insights derived from user and product usage analytics; and the EcoAdaptor™ Service, designed to enhance the value of products through seamless cloud-to-cloud integration and interoperability with various other products and services. Prodea has successfully assisted its global brand partners in launching over 100 connected products, averaging less than six months for completion, across six continents. This achievement is largely attributed to the Prodea X5 Program, which integrates with the three primary cloud services to support brands in evolving their systems effectively and efficiently. Additionally, this comprehensive approach ensures that manufacturers can adapt to changing market demands while maximizing their connectivity capabilities.

It's no longer sufficient to merely handle configuration, connectivity, and firmware updates. To ensure your devices function effectively, you must navigate a sophisticated and distributed technological ecosystem. Developing this infrastructure internally can consume vital resources that could otherwise fuel product innovation, ultimately undermining your competitive edge. EdgeIQ offers versatile software that facilitates the management of connected devices throughout their lifecycle, including data handling and integration across the entire value chain. Our solution equips you with the necessary infrastructure, allowing you to concentrate on creating exceptional products. With our system, you can onboard, provision, monitor, and manage fleets of IoT devices along with their associated users and accounts—all through a unified interface or a straightforward API call. This streamlined approach not only enhances efficiency but also empowers teams to focus on strategic initiatives that drive growth.

ZEDEDA offers a straightforward and scalable cloud-based orchestration platform that enhances visibility, control, and security for distributed edge environments, allowing users to deploy and manage any application on any hardware seamlessly while connecting to various cloud or on-premises systems. By utilizing ZEDEDA, customers can effortlessly deploy and oversee any edge compute node, enabling them to extract the value from IoT data and make timely decisions. With the flexibility to run any application on any hardware without vendor lock-in, users can operate both legacy and cloud-native applications concurrently. The platform also facilitates bulk deployment of applications with just one click, significantly simplifying the management process. Additionally, ZEDEDA ensures robust security measures by eliminating hardware spoofing, identifying software stack anomalies, and maintaining device integrity. Users can monitor and control data flow across applications and nodes, making it easy to spot any suspicious activities. Furthermore, the platform supports compliance with regulatory requirements and helps mitigate risks associated with data breaches and leaks. Ultimately, ZEDEDA automates the deployment and management of applications and system software directly from the cloud, streamlining the entire edge computing experience. This comprehensive solution empowers organizations to fully leverage their edge infrastructure while maintaining the highest standards of security and compliance.

Ijura Enterprise offers an advanced mobile threat defense solution that operates in the cloud, safeguarding both end-user devices and IoT systems within the data network. Our innovative platform shields smartphones, laptops equipped with SIM cards, tablets, and IoT devices from harmful content and cyber threats. With three patents already filed, our approach to mobile security is comprehensive, effectively addressing weaknesses that allow sophisticated attacks to circumvent traditional security measures while maintaining a smooth user experience for accessing corporate information and personal applications. Adopting a zero-trust philosophy, we prioritize the protection of personal data while simultaneously securing enterprise networks. Additionally, Ijura Enterprise holds three pending patents focused on enhancing the security of any connected device through integration with telecom operators' data servers. Our solution meticulously inspects every data packet to identify potential vulnerabilities, including phishing attempts, malware, and botnet activity, ensuring a robust defense against diverse cyber threats. By continuously evolving our technology, we strive to provide an unparalleled level of security for all connected devices.

Zulu Embedded™, the only 100% open-source Java platform that is fully certified and customizable for embedded systems, IoT and IIoT edge devices and gateways, and dedicated applications, is available. It can be used on a variety of operating systems and devices. Zulu Embedded™, which meets all Java SE standards, requires no coding changes to the application. Use industry-standard Java tools to develop and profile. There are no licensing fees for this 100% open-source offering. Zulu Embedded support plans include redistribution-ready downloadable runtimes and access to all security updates, technical troubleshooting and a wide range of packaging options. We will work closely with you to determine the right bundle requirements, support, pricing, and pricing model to meet your needs.