Best IoT Software for Amazon Web Services (AWS)

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

Flex83 Application Enablement Platform enables you to reimagine IoT innovation. You can create compelling and powerful IoT solutions faster than ever before, and at a fraction the cost. - Use no-code workflows to build professional-grade connect/monitor/analyze/manage solutions fast. - Connect to virtually any device with low-code tools, add custom business logic, create custom dashboards and launch multiple applications. - Use the SaaS model to build and prove your solution. Then scale using a "pay-as-you-grow" model. With the right tools and workflows, you can create IoT applications that are sophisticated in a matter of hours. This allows you to quickly build what your customers or business need, without worrying about lengthy development cycles, underlying complexity or large budgets. You can iteratively improve your solution to expand your capabilities and drive greater customer value. The Flex83 platform has been tested on 65M devices. Flex83 is worth a try!

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.

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.

HiveMQ is the most trusted enterprise MQTT platform, purpose-built to connect anything via MQTT, communicate reliably, and control IoT data. The platform can be deployed anywhere, on-premise or in the cloud, giving developers the flexibility and freedom they need to evolve as their IoT deployment grows. HiveMQ is reliable under real-world stress, scales without limits, and provides enterprise-grade security to meet the needs of organizations at any stage of digital transformation. The extensible platform provides seamless connectivity to the leading data streaming, databases, and data analytics platforms, plus offers a custom SDK for a perfect fit in any stack.

Leverage your current IoT, video, and enterprise application data in its existing location, eliminating the need for data reingestion or relocation. Benefit from an automatically created knowledge graph that interconnects your data sources with virtual representations of physical systems, enabling precise modeling of real-world scenarios. Experience an immersive 3D visualization of your operations and systems, enhancing efficiency, boosting production, and elevating performance levels. AWS IoT TwinMaker simplifies the process for developers to create digital twins of tangible systems, including buildings, factories, industrial machinery, and production lines. With AWS IoT TwinMaker, you gain access to essential tools for developing digital twins that optimize building management, augment production capacity, and enhance equipment functionality. Additionally, by utilizing data from various sources, you can construct virtual models of any physical setting while integrating existing 3D models with real-time data for comprehensive insights. This capability allows for a more informed decision-making process, ultimately driving better outcomes in operational strategies.

Armis, the leading asset visibility and security company, provides a unified asset intelligence platform designed to address the new extended attack surface that connected assets create. Fortune 100 companies trust our real-time and continuous protection to see with full context all managed, unmanaged assets across IT, cloud, IoT devices, IoMT, OT, ICS, and 5G. Armis provides passive cyber asset management, risk management, and automated enforcement. Armis is a privately held company and headquartered in California.

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.

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.

Thingstream serves as a cloud-oriented platform designed for the delivery and management of enterprise IoT services. This comprehensive platform includes features such as IoT connectivity, robust security protocols, an enterprise-grade MQTT broker, visual programming tools, straightforward integration with businesses, and compatibility with u-blox global positioning technology. It offers bearer-agnostic solutions that facilitate connectivity and management for various IoT devices, including those that operate via cellular networks, LoRaWAN, and IP. By ensuring secure communication of sensitive data, it protects IoT information for enterprises. Additionally, it enhances accuracy and reliability in location tracking, particularly improving GNSS positioning capabilities in indoor environments. The platform allows for effortless connection and management of IoT devices, APIs, and online services. With its Data Flow Manager feature, users can make decisions and manage data at the network's edge using an intuitive drag-and-drop programming interface. Furthermore, the platform supports simple integration with a variety of cloud-based services, offering ready-made connectors for platforms like Amazon Web Services, Microsoft Azure, and TIBCO eFTL, thus streamlining the process for enterprises looking to deploy IoT solutions. Overall, Thingstream provides a robust ecosystem tailored for the evolving needs of connected enterprises.

AWS IoT Core enables seamless connectivity between IoT devices and the AWS cloud, eliminating the need for server provisioning or management. Capable of accommodating billions of devices and handling trillions of messages, it ensures reliable and secure processing and routing of communications to AWS endpoints and other devices. This service empowers applications to continuously monitor and interact with all connected devices, maintaining functionality even during offline periods. Furthermore, AWS IoT Core simplifies the integration of various AWS and Amazon services, such as AWS Lambda, Amazon Kinesis, Amazon S3, Amazon SageMaker, Amazon DynamoDB, Amazon CloudWatch, AWS CloudTrail, Amazon QuickSight, and Alexa Voice Service, facilitating the development of IoT applications that collect, process, analyze, and respond to data from connected devices without the burden of infrastructure management. By utilizing AWS IoT Core, you can effortlessly connect an unlimited number of devices to the cloud and facilitate communication among them, streamlining your IoT solutions. This capability significantly enhances the efficiency and scalability of your IoT initiatives.

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.

Utilize a single platform to ensure that your asset, operational, and business data can seamlessly interact. We enable organizations across diverse sectors to simplify processes, eliminate obstacles, and enhance the speed of value realization through integrated solutions that effectively merge Physical (IoT/IIoT/OT) and Application (IT) data. With our platform, you can securely handle the ingestion of OT, IoT, IIoT, and business application data from a variety of disconnected systems, protocols, networks, and formats. Moreover, you can enrich contextual information, manage metadata, conduct transformations, and employ data mapping to work with standardized data models and schemas. This integration allows for the flow of data to various endpoints, supporting application and process logic, storage, data analysis, and both physical and digital automation efforts. Reekoh Accelerate™ stands out as a hybrid integration platform that treats data from both physical and digital assets with utmost importance. It equips users with a robust and flexible toolset for managing devices and data, as well as streamlining business workflows and automation processes to drive efficiency. By leveraging these capabilities, organizations can unlock the full potential of their data assets.

GO+ provides development resources tailored for service providers, enabling them to create additional offerings for their business clientele. The platform is designed to handle a large volume of devices simultaneously through advanced algorithms. This allows service providers to focus less on the challenges of developing new services for their customers. At the heart of the platform lies an analytical decision-making engine that utilizes Granular Computing for intricate data processing and analysis with complex event handling. We leverage cloud technology that seamlessly integrates business logic from real devices directly to the cloud environment. This scalability ensures that we can offer cost-effective solutions. Additionally, the platform's scripting engine equips developers with a comprehensive suite of tools to craft highly customized IoT services applicable across various industries. GO+ is constructed on cutting-edge cloud computing technology, ensuring optimal performance and reliability. Ultimately, GO+ empowers service providers to innovate without the typical constraints associated with service development.

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.

ThingPark Wireless stands out as the premier and most comprehensive multi-technology LPWA IoT Network platform available today. Currently supporting more than half of the global LoRaWAN network implementations, it serves as the backbone of your IoT infrastructure, facilitating secure communication and data management from sensors all the way to cloud-based applications. Its modular design allows for seamless scalability, empowering Service Providers to effectively monetize their connectivity solutions while promoting the swift integration of IoT technologies across various sectors. With a horizontally scalable core network architecture, it can handle an impressive throughput of 150,000 packets per second, which translates to the capacity for up to 1.2 billion devices and 10 million gateways per cluster. Additionally, it provides a comprehensive suite of back-office tools designed for the efficient onboarding and management of devices, gateways, and applications. With robust multi-layer security measures in place, it ensures the safe transmission of sensor data to application servers. Furthermore, its superior MAC efficiency is engineered to enhance network capacity while extending battery life, making it an optimal choice for IoT deployments. Overall, ThingPark Wireless not only meets the demands of today's IoT landscape but also paves the way for future advancements in connectivity and technology integration.

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.

The hybrid edgeCloud platform allows various smart devices, ranging from smartphones to IoT gadgets, to function as cloud servers when necessary. The edgeEngine serves as a downloadable software that empowers these devices to operate as cloud servers under suitable conditions. This versatile engine is compatible with any smart device, regardless of its operating system or network, and integrates seamlessly with any cloud infrastructure. In contrast to traditional backend development, which often demands significant time and financial resources for server maintenance and scaling, mimik offers a serverless environment tailored for edge microservices, ensuring optimal performance and efficiency. By utilizing the edgeEngine, users can enhance any smart device with basic computing capabilities—such as smartphones, PCs, set-top boxes, residential and IoT gateways, game consoles, smart TVs, drones, robots, infotainment systems in cars, and industrial sensors—with server functionality. Furthermore, developers have the flexibility to either create and deploy custom edge microservices or take advantage of mimik’s pre-built, field-proven microservices to introduce innovative solutions or modernize existing applications. This capability not only streamlines the development process but also significantly reduces the barriers to implementing cutting-edge technology.

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.