Best IoT Analytics Software for Amazon Web Services (AWS)

Datadog is the cloud-age monitoring, security, and analytics platform for developers, IT operation teams, security engineers, and business users. Our SaaS platform integrates monitoring of infrastructure, application performance monitoring, and log management to provide unified and real-time monitoring of all our customers' technology stacks. Datadog is used by companies of all sizes and in many industries to enable digital transformation, cloud migration, collaboration among development, operations and security teams, accelerate time-to-market for applications, reduce the time it takes to solve problems, secure applications and infrastructure and understand user behavior to track key business metrics.

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.

Qrvey is the only solution for embedded analytics with a built-in data lake. Qrvey saves engineering teams time and money with a turnkey solution connecting your data warehouse to your SaaS application. Qrvey’s full-stack solution includes the necessary components so that your engineering team can build less software in-house. Qrvey is built for SaaS companies that want to offer a better multi-tenant analytics experience. Qrvey's solution offers: - Built-in data lake powered by Elasticsearch - A unified data pipeline to ingest and analyze any type of data - The most embedded components - all JS, no iFrames - Fully personalizable to offer personalized experiences to users With Qrvey, you can build less software and deliver more value.

AWS IoT SiteWise is a managed service designed for the efficient collection, storage, organization, and monitoring of industrial equipment data at scale, enabling more informed, data-driven decisions. This service allows for the oversight of operations across multiple facilities, rapid calculation of key industrial performance metrics, and the development of applications that analyze equipment data to mitigate expensive issues and minimize production delays. By facilitating consistent data collection across various devices, it aids in the swift identification of problems through remote monitoring while enhancing multi-site operations with a unified data approach. Currently, extracting performance metrics from industrial equipment poses significant challenges due to data being confined within proprietary on-premises storage systems, often necessitating specialized skills to access and format it for analysis. AWS IoT SiteWise addresses this challenge by deploying software on a gateway located within your facilities, streamlining the data management process and making it more accessible for various stakeholders. As a result, businesses can focus on leveraging this data to optimize their operational efficiencies and drive innovation.

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.

Meet IXON Cloud: the industrial IoT platform that grows with you. IXON Cloud is a complete IoT solution, from connectivity to cloud, that brings your machines, people and services together. Connect your machines to IXON Cloud to benefit instantly from optimised remote support with Remote Access Cloud. Or work on your service ambitions and increase revenue with data-driven business models with Service Lifecycle Cloud. The IXON Cloud solution is scalable and open to integrate with third party apps, so you can customise it to your own unique situation. With IXON’s Remote Access Cloud troubleshooting becomes simple, secure and fast, wherever you are. Benefit from a Plug & Play setup, clear interface and a reliable connection. With IXON’s Service Lifecycle Cloud you benefit from a no-code data studio and open architecture. Launch your own portal with a short time-to-market and low maintenance.

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.

Leverage Flonomics data analytics to gain deeper insights into your physical retail locations. Our IoT technology for counting people boasts a remarkable 98% accuracy, allowing for the analysis of visitor traffic patterns, occupancy levels, and entry point usage among other critical metrics, empowering you to transform insights into actionable strategies. Utilizing our analytical tools is essential for comprehending the dynamics within your establishment. It’s time to enhance your competitive edge, as we have democratized metrics that were once exclusively available to online retailers for use in brick-and-mortar settings. Our user-friendly dashboard provides instant access to vital information across any device, ensuring you are always in the loop. Completely web-based, our platform is secure and available around the clock. The 98% accuracy of our shopper counting system instills confidence in retailers, enabling them to convert data into decisive actions. With reliable and easily installed sensors, you can effortlessly collect the essential data you require to evaluate the performance of each of your stores effectively. As a result, your business can respond more dynamically to customer behaviors and optimize operations accordingly.

Foghub streamlines the integration of IT and OT, enhancing data engineering and real-time intelligence at the edge. Its user-friendly, cross-platform design employs an open architecture to efficiently manage industrial time-series data. By facilitating the critical link between operational components like sensors, devices, and systems, and business elements such as personnel, processes, and applications, Foghub enables seamless automated data collection and engineering processes, including transformations, advanced analytics, and machine learning. The platform adeptly manages a diverse range of industrial data types, accommodating significant variety, volume, and velocity, while supporting a wide array of industrial network protocols, OT systems, and databases. Users can effortlessly automate data gathering related to production runs, batches, parts, cycle times, process parameters, asset health, utilities, consumables, and operator performance. Built with scalability in mind, Foghub provides an extensive suite of features to efficiently process and analyze large amounts of data, ensuring that businesses can maintain optimal performance and decision-making capabilities. As industries evolve and data demands increase, Foghub remains a pivotal solution for achieving effective IT/OT convergence.

Unlock the potential of your IoT data to create business value while addressing the complexities of highly distributed device and application environments. Rely on Cisco Kinetic to facilitate secure connections for your devices across the entire network spectrum, from edge to cloud. This solution allows for the addition of computing power at any location, empowering you to efficiently route data to applications that enhance business performance. Cisco Kinetic consists of two complementary modules that enable secure device connections and the extraction, computation, and transfer of IoT data. Process data within distributed nodes to make timely decisions at the point of action, optimizing the use of network resources in the process. Ensure that the appropriate data from various connected devices reaches the correct cloud-based applications at the right moment, following the guidelines established by data owners. By leveraging our comprehensive IoT portfolio, you can achieve superior business outcomes, enabling real-time secure connections among assets, applications, and data to drive transformative changes in all environments, whether they are traditional office spaces or more rugged settings. This holistic approach not only enhances operational efficiency but also positions your organization to respond proactively to evolving market demands.

Atsuya Technologies was established by a collective of seasoned software and hardware engineers along with marketers. Our team includes award-winning engineers who have played a pivotal role in the design and implementation of IoT solutions for some of the biggest companies globally. With a diverse background across multiple industries and technologies, we empower our clients to leverage insights from various sectors, enabling them to adopt not just best practices, but also innovative next practices. The skilled professionals at Atsuya are dedicated to assisting clients in optimal technology deployment, which enhances return on investment and increases stakeholder value. Our solutions include real-time, round-the-clock monitoring of temperature-sensitive items like meat, dairy, pharmaceuticals, and biologicals, whether stored in cold rooms, industrial refrigerators, or transported in reefer trucks. This system combines the accessibility of mobile applications with the analytical power of AI, effectively eliminating waste and quality concerns. Additionally, we simplify energy measurement, monitoring, and management, ensuring a comprehensive approach to operational efficiency. By integrating these solutions, Atsuya Technologies aims to redefine how businesses manage their resources and enhance their overall performance.

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

Infor's Internet of Things (IoT) platform facilitates the secure collection of sensor data from any location, handling it effectively at scale. By integrating this sensor data with the information from Infor CloudSuite™ EAM, users gain enhanced insights into asset health monitoring. This enriched context significantly improves the ability to detect exceptions, streamline workflows, enhance reporting, and utilize data analytics alongside machine learning techniques. The sensor data collected through Infor IoT is stored within the Infor Data Lake, opening up extensive opportunities for more comprehensive IoT data utilization. Additionally, device data can be supplemented with various attributes and metadata, which enhances search capabilities and device management functionalities. Users can monitor telemetry in almost real-time through a sophisticated rule engine, while device templates simplify the setup and onboarding processes. The architecture of the portal is designed with scalability in mind, and it includes a versatile rule editor for conditions and actions, enabling tailored automation and responsiveness. Overall, Infor IoT presents a robust solution for managing and analyzing Internet of Things data efficiently.

Phosphorus serves as an essential tool for safeguarding the rapidly expanding and frequently overlooked enterprise IoT environment. It offers comprehensive visibility down to specific device models and firmware versions, ensuring complete awareness of all embedded devices within your network. With its patented technology, Phosphorus enables seamless firmware updates and credential rotation for all your IoT devices with just a single click. Unlike conventional scanners that focus solely on identifying vulnerabilities or necessitate costly Spanports, Phosphorus's scanner efficiently detects all IP-enabled IoT devices on your network without disrupting their operations. Achieve robust protection for your enterprise with our innovative solutions, which also facilitate IoT inventory audits. Ensure compliance with necessary regulations and industry standards while automating crucial processes such as policy enforcement and patch management, all while significantly reducing expenses. By integrating these capabilities, Phosphorus not only enhances security but also streamlines IoT management.

C3 AI® Sensor Health guarantees the efficient operation of IoT devices and their network infrastructure throughout both the installation and operational phases of these devices. It allows users to visualize the status of sensors, track deployment progress, and pinpoint geographic areas that may require attention, while also providing a prioritized list of sensors that have been flagged for health concerns. Users can uncover issues related to sensor deployment, determine the origins of malfunctions, streamline field service operations, and anticipate future deployment advancements. It is crucial to maintain accuracy, consistency, and up-to-date installation information across both source and cloud data systems. Additionally, the platform facilitates the monitoring and analysis of the physical integrity, functionality, and communication capabilities of sensor devices, which aids in improving field service and resolving issues effectively. Users can visualize planned sensor installations alongside actual deployment and provisioning advancements, along with tracking operational problems and trends related to devices, and prioritize service tasks accordingly. The system also generates comprehensive analyses and consolidates findings through both preformatted and customized reports, which cover aspects such as failure analysis and health assessments, thus providing valuable insights for decision-making. Overall, this robust solution enhances the management and performance of IoT ecosystems.