List of the Top 9 IoT Software for Amazon Kinesis in 2026

HiveMQ provides the most trusted IoT data streaming and Industrial AI platform, built on MQTT, to power a reliable, scalable, and AI-ready data backbone. What HiveMQ is known for: 1. MQTT-native: Built around the MQTT standard, purpose-designed for event-driven, real-time communication 2. Enterprise-grade reliability: Handles millions of concurrent connections with high availability and fault tolerance 3. Industrial-ready: Widely used in IIoT, manufacturing, automotive, energy, smart infrastructure, and data centers 4. Scalable & secure: Supports global deployments with strong security, governance, and observability 5. UNS & IT/OT convergence enabler: Commonly used as the backbone for Unified Namespace architectures and seamlessly connects OT devices with IT systems for full visibility and interoperability.

Most businesses are not short of software. They're short of software that works together. Every new initiative depends on data and systems that were never designed to connect. The result: patchwork technology, manual reporting, and AI projects that fail before they reach production. Rayven is the platform + team that fixes this. It sits over what you already have - connecting IT, OT, IoT, files, APIs, and data streams in real-time - and delivers an AI data fabric: the live, unified foundation you need to build apps, automate workflows, and deploy AI that actually works. Technology-agnostic. Connects Microsoft, Google, SAP, Salesforce, proprietary systems, and anything else. The platform is 70% pre-built and ready from day one. The remaining 30% is configured specifically for your business, your data, and the way your teams actually operate. What gets built on top: - Custom apps and operational software. - AI agents that monitor, analyse + act on live data. - Predictive analytics and anomaly detection. - Workflow automations spanning every system you run. - Dashboards, portals, and conversational interfaces. All from one platform. No separate integration layer, BI tool, or AI hosting environment required. Security, governance + hosting built in as standard. Rayven serves businesses from growth-stage to large enterprise across 24+ industries globally. The Australia-based delivery team works with customers across Europe, North America, South America, Africa, and beyond. Delivery: DIY (full platform access), Done-For-You (fixed scope, fixed price, two to 12 weeks) + Hybrid (guided start, then your team takes ownership). More than 600 pre-built connectors. Ten native AI capabilities. More than 240 deployments live. Rated 5/5 across more than 140 independent reviews.

Devices are found in abundance across various environments, including homes, factories, oil wells, hospitals, and vehicles. As the proliferation of these devices accelerates, the necessity for robust solutions to connect, collect, store, and analyze the data they produce grows increasingly urgent. AWS offers a wide-ranging portfolio of IoT services that integrates seamlessly from the edge of the network to the cloud. One distinguishing feature of AWS IoT is its exceptional capacity to merge data management with sophisticated analytics, providing user-friendly services designed to navigate the intricacies of IoT data. The platform boasts an extensive array of security features, including proactive strategies like encryption and access control for device data, along with ongoing monitoring and auditing services. In addition to this, AWS is leading the charge in fusing artificial intelligence with IoT technology, significantly augmenting device intelligence. Users benefit from the ability to create models in the cloud, which can be deployed to devices, resulting in performance that is twice that of other solutions available in the market. Furthermore, the platform allows users to effortlessly generate digital twins of physical systems, which streamlines management and enhances operational efficiency. The capability to conduct analytics on vast volumes of IoT data without needing a separate analytics infrastructure not only improves functionality but also makes AWS IoT solutions highly attractive. Consequently, managing IoT ecosystems has never been easier or more efficient than it is with AWS's innovative offerings. This comprehensive approach positions AWS as a frontrunner in the IoT landscape, catering to the evolving needs of modern enterprises.

A Unified Platform for Instant Communication: An innovative solution designed for creating and managing real-time interactions across web, mobile, AI/ML, IoT, and edge computing applications. Streamlined and Accelerated Deployments: With SDK compatibility for over 50 environments including mobile, web, server, and IoT (supported by both PubNub and the community), alongside more than 65 ready-made integrations with various external and third-party APIs, the platform ensures you have access to essential features, irrespective of your programming language or technology stack. Unmatched Scalability: Recognized as the most scalable platform in the industry, it can effortlessly accommodate millions of simultaneous users, ensuring rapid expansion with minimal latency and high uptime, all without incurring financial penalties, making it a reliable choice for growing businesses. Furthermore, this platform is designed to evolve with your needs, supporting future advancements in technology seamlessly.

Skkynet delivers a cutting-edge, secure data integration platform purpose-built for Industrial AI and the Industrial Internet of Things (IIoT). Designed with security as a foundational element—not an afterthought—this platform addresses the complex demands of modern industrial environments by enabling real-time data collection, aggregation, visualization, and redistribution. Powered by patented technology and decades of industrial expertise, Skkynet’s proven software is trusted by over 2,200 customers across 29,000 installations in 86 countries. Building on this strong foundation, Skkynet offers advanced security and access control features to ensure reliable and secure data flow. The result is a robust, end-to-end solution that supports cloud, hybrid-cloud, and private deployments—pioneering a new standard for secure industrial systems.

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.

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.

AWS IoT Core allows for a smooth connection between IoT devices and the AWS cloud, removing the complexities of server management and provisioning. It is designed to support a vast number of devices and an immense volume of messages, processing and routing them securely and reliably to both AWS endpoints and other interconnected devices. This service ensures continuous monitoring and communication with devices, even during offline periods. Moreover, AWS IoT Core enhances the integration of various AWS and Amazon services, including AWS Lambda, Amazon Kinesis, Amazon S3, Amazon SageMaker, Amazon DynamoDB, Amazon CloudWatch, AWS CloudTrail, Amazon QuickSight, and Alexa Voice Service, enabling developers to construct IoT applications that effectively handle data collection, processing, analysis, and response without worrying about infrastructure management. Additionally, its ability to connect an unlimited number of devices makes it a highly scalable and adaptable solution for a wide range of IoT scenarios. This flexibility supports innovation in smart technologies across different industries.

Employ a unified platform to facilitate seamless interaction among your asset, operational, and business data. Our solutions empower businesses across various industries to streamline operations, remove barriers, and accelerate value delivery by integrating both Physical (IoT/IIoT/OT) and Application (IT) data effectively. With our platform, organizations can securely ingest data from a multitude of disconnected systems, protocols, networks, and formats, including OT, IoT, IIoT, and business applications. Additionally, users can enrich contextual information, oversee metadata, perform transformations, and utilize data mapping to work with standardized data models and schemas. This comprehensive integration fosters the smooth flow of data to different endpoints, enhancing application and process logic, storage solutions, data analysis, and both physical and digital automation initiatives. Reekoh Accelerate™ is a standout hybrid integration platform that prioritizes data from both physical and digital assets equally. It provides users with a powerful and adaptable toolkit to manage devices and data, while also optimizing business workflows and automation processes to improve overall efficiency. By harnessing these advanced capabilities, organizations can truly unlock the maximum potential of their data assets and drive innovation forward. Ultimately, embracing such a platform can lead to transformative changes in how businesses operate and deliver value.