Alternatives to AggreGate
Compare AggreGate alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to AggreGate in 2026. Compare features, ratings, user reviews, pricing, and more from AggreGate competitors and alternatives in order to make an informed decision for your business.
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Datadog
Datadog
Datadog is the monitoring, security and analytics platform for developers, IT operations teams, security engineers and business users in the cloud age. Our SaaS platform integrates and automates infrastructure monitoring, application performance monitoring and log management to provide unified, real-time observability of our customers' entire technology stack. Datadog is used by organizations of all sizes and across a wide range of industries to enable digital transformation and cloud migration, drive collaboration among development, operations, security and business teams, accelerate time to market for applications, reduce time to problem resolution, secure applications and infrastructure, understand user behavior and track key business metrics.Starting Price: $15.00/host/month -
2
AWS IoT
Amazon
There are billions of devices in homes, factories, oil wells, hospitals, cars, and thousands of other places. With the proliferation of devices, you increasingly need solutions to connect them, and collect, store, and analyze device data. AWS has broad and deep IoT services, from the edge to the cloud. AWS IoT is the only cloud vendor to bring together data management and rich analytics in easy-to-use services designed for noisy IoT data. AWS IoT offers services for all layers of security, including preventive security mechanisms, like encryption and access control to device data, and service to continuously monitor and audit configurations. AWS brings AI and IoT together to make devices more intelligent. You can create models in the cloud and deploy them to devices where they run 2x faster compared to other offerings. Optimize operations by easily creating digital twins of real-world systems. Run analytics on volumes of IoT data easily—without building an analytics platform. -
3
CIMON
CIMON
CIMON provides a wide range of industrial automation products including PLC, HMI, SCADA software and industrial PCs. CIMON’s complete product portfolio gives customers everything they need to build and maintain a system more efficiently and effectively. CIMON’s ‘Smart Solutions’ provide growth power to innovate in industrial fields. The company has been providing automation solutions for industries including automotive, power plants, semiconductors, water/wastewater, electronics, oil and gas, building automation and more. CIMON is also one of the pioneers in the smart factory sector with new innovative products. Our company is driven by innovation and technology and our worldwide team of experts with commitment, dedication and innovative spirit, will continue to provide exceptional service and products for the automation industry. Start your smart future with CIMON’s total solution. -
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WolkAbout IoT Platform
WolkAbout Technology
In WolkAbout, we've built a complete IoT application enablement platform and user-friendly tools to allow system integrators, product and service providers to develop and rapidly bring industrial-grade digital applications to market. Additionally, our experienced team helps our clients with system integration and building customised apps that add value to their businesses. Our innovative spirit, deep industry insights and unmatched digital technology expertise are the foundation of everything we do. With 50+ employees and 8 centres globally, WolkAbout is transforming the value chains across industries ranging from manufacturing to oil&gas!Starting Price: $1500/month -
5
IoTWorX
Iconics
IoTWorX™ combines ICONICS’ cutting-edge IoT software technology with its proven HMI/SCADA, analytics, and mobile solutions running in the cloud. ICONICS offers manufacturers and facility managers several key IoT technologies, including connectivity to assets, secure cloud communications, and built-in real-time visualization. Analytics at the edge result in minimized latency while leveraging FDD technology to significantly reduce costs and improve operational efficiency. Users can connect to virtually any automation equipment through supported industry protocols such as OPC UA, BACnet, SNMP, Modbus, web services, and classic OPC tunneling. -
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Predix Platform
GE Digital
Predix Platform is the place where industry runs. As a scalable, asset-centric data foundation, it is a comprehensive and secure application platform that can run, scale, and extend digital industrial solutions. The platform delivers shared capabilities that industrial applications require: asset connectivity, edge technologies, analytics and machine learning, big data processing, and asset-centric digital twins. Designed as a distributed application platform, Predix Platform is optimized for high volume, low latency, and integration-intensive data management and analytics-driven outcomes. Predix Essentials is a complete solution for industrial monitoring and event management. Predix Essentials brings you the power of the Predix Platform, with asset connectivity, edge-to-cloud data processing and a feature-rich user console—packaged and pre-configured for rapid results. No development required. -
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Zoho IoT
Zoho
Zoho IoT is a low-code, cloud-based IoT platform designed to help organizations build, deploy, and scale connected solutions across a wide range of use cases, including Industrial IoT (IIoT), smart buildings, energy monitoring, fleet management, asset tracking, and utilities monitoring. The platform supports 40+ IoT and industrial communication protocols such as MQTT, OPC-UA, Modbus, BACnet, SNMP, CoAP, and HTTPS, enabling seamless connectivity with sensors, machines, PLCs, meters, gateways, and vehicles. Zoho IoT provides native capabilities for device onboarding, real-time data ingestion, digital twins, dashboards, alarms, workflow automation, and device lifecycle management. With its low-code application builder, users can rapidly create custom IoT applications, rules, and workflows without extensive coding. Built-in role-based access control, data security, and scalable cloud infrastructure ensure enterprise-grade reliability.Starting Price: $49/application/month -
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Davra IoT Platform
Davra
Davra IoT helps companies, fleet owners, OEMs, municipalities and others to define, build and rapidly bring industrial-grade IoT applications on a reliable, secure and scalable IoT platform. Get your IoT project to the market in less than 50 days. Experience an open system with integrations at its core. Reduce your IoT project cost by up to 80%. Get descriptive, diagnostic, predictive and prescriptive analytics data. Run our cloud-based streaming analytics, ML, NLP and AI algorithm at the edge of the network. Experience HTML5 dashboard visualization, advanced Geo-mapping, layout manager and much more. Get a complete developer suite with source control, versioning, full code editor and more. Provide an "asset-centric view" of IoT devices by attaching both static and dynamic attributes. Leverage a complete microservice-based design for infrastructure libraries and runtime engines. -
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Reekoh
Reekoh
Make your asset, operational and business data interoperable using one platform. We empower enterprises across all industry segments with capabilities to reduce complexity, remove barriers and accelerate time-to-value in their integrated solutions, uniquely bringing together Physical (IoT/IIoT/OT) and Application (IT) data. Securely manage OT, IoT, IIoT and business app data ingestion from across disparate and fragmented systems, protocols, networks and data formats. Enrich contextual data, manage metadata, perform transformation and utilsie data mapping to work with common data models and schemas. Integrate data to various endpoints for application and process logic, storage and data analysis, as well as physical and digital automation. Reekoh Accelerate™ is a hybrid integration platform that powerfully treats data from physical and digital assets as first class citizens. It provides a secure and agile toolset for device and data management, business workflow and automation. -
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Fogwing Eco
Factana Computing
As an Internet of Things (IoT) Company, we are with a mission of providing Industrial IoT and Intelligence driven Industrial Transformation. Fogwing is the most advanced Industrial IoT Platform available for Small and Medium Business as Pay-Per-Usage model. The enterprise edition is featured to enable IoT driven Industrial Transformation. It is an opportunity for SMB to leverage IoT technologies. Eco App is an environment monitoring application based on IoT technologies to monitor climate conditions of Warehouses, Greenhouses, Lab and other climate critical industry needs. The complete suite of App and IoT Devices is available as package of service. We are a tech startup with mission of helping SMB and Small Enterprises to attain value of Industrial Automation by leveraging Industrial IoT. We provide IIoT Platform and Apps to manage highly secure edge devices, gateway and automation services across various industries. -
11
dataPARC Historian
dataPARC
Get better performance from your time-series data with the dataPARC Historian, an enterprise-grade solution designed to elevate industrial data operations to new heights. The dataPARC Historian simplifies complex data sharing, ensuring seamless collaboration across departments with enhanced security and performance. Its compatibility with external AI, ML, and cloud applications via an open architecture increases adaptability and strategic insights. Experience rapid data access, enriched manufacturing intelligence, and a platform that grows with your business needs. dataPARC historian is the smart choice for enterprises aiming for the forefront of operational excellence. The dataPARC historian is more than a data historian; it's a gateway to unlocking greater flexibility and efficiency in leveraging your time-series data. It's crafted for those who demand reliability, speed, and intuitive use, making every data interaction impactful. -
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Ayla IoT Platform
Ayla Networks
With a true agnostic approach, Ayla supports device connectivity across common transport protocols, connectivity paths, and cloud infrastructure platforms. Working seamlessly with HTTPS, MQTT, and CoAP Ayla's wide array of agents are pre-built to support embedded solutions, gateways, Android, Linux, BLE / phone, and cloud integrations. Ayla's Virtualization Engine enables a robust 'digital twin' of the physical device that lays the foundation for device management at IoT scale. With battle tested features including rules engine, firmware OTA updates, data policies, and more Ayla's Device Management provides full support for connected products throughout their lifecycle. With Ayla's application enablement offering strong business value can be extracted from the data in a variety of ways. Both a Web Framework and Mobile Platform SDK provide rapid delivery of both consumer mobile and business application development. In addition, Customer Care, Field Service, and Asset Tracking. -
13
Kaa
KaaIoT Technologies
With IoT microservices architecture baked by Kubernetes, you can scale infinitely, scale only what is needed, all with extreme performance and fault-tolerance. Stream data from your IoT devices to any data analytics system via pre-integrated Kafka channel. Change device behavior based on processing results. The company behind the platform has over 25 years of experience in IoT, Telecom and Big Data. We used all our profound knowledge to create the best IoT Platform that can serve big enterprises as well as small startups. Your data is encrypted in transit and at rest. Out-of-box authentication & authorization for users with open OAuth2 / UMA interface. Connect and manage IoT devices via the cloud using graphical UI or REST API. Collect and visualize telemetry using a built-in dashboard or 3rd party tools like Grafana. -
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Thingsboard
Thingsboard
It enables device connectivity via industry standard IoT protocols - MQTT, CoAP and HTTP and supports both cloud and on-premises deployments. ThingsBoard combines scalability, fault-tolerance and performance so you will never lose your data. Provision, monitor and control your IoT entities in secure way using rich server-side APIs. Define relations between your devices, assets, customers or any other entities. Collect and store telemetry data in scalable and fault-tolerant way. Visualize your data with built-in or custom widgets and flexible dashboards. Share dashboards with your customers. Define data processing rule chains. Transform and normalize your device data. Raise alarms on incoming telemetry events, attribute updates, device inactivity and user actions. Construct your ThingsBoard cluster and get maximum scalability and fault-tolerance with microservices architecture. ThingsBoard also supports both cloud and on-premises deployments. -
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Cumulocity
Cumulocity GmbH
Cumulocity offers an enterprise-grade AIoT platform that connects & manages assets efficiently, transforms raw device data into AI-ready data, and orchestrates innovation from cloud to edge, combined with a team of experts and a large ecosystem of device, technology, and implementation partners to achieve lasting customer success. Cumulocity is the preferred choice for industrial equipment makers to develop high-value digital services and is trusted by leading companies worldwide as their partner, knowing they have access to the software and services needed to power their smart connected products in manufacturing, fleet management, consumer electronics, and more.Starting Price: $215 -
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Rapid SCADA
Rapid Software
Rapid SCADA is an open-source industrial automation platform. The out-of-the-box software provides tools for rapid creation of monitoring and control systems. In case of large implementation, Rapid SCADA is used as a core for the development of custom SCADA and MES solutions for a Customer. Open source is the key to software transparency and security. The licensing model permits the creation of new derivative software products. Rapid SCADA is a perfect choice for creating large distributed industrial automation systems. Rapid SCADA runs on servers, embedded computers and in the cloud. Rapid SCADA nodes exchange information between themselves and interact with external databases in real-time. Acquisitions and dispositions are automatically created in your electronic bound book when you receive and sell through our 100% ATF Compliant POS system. -
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IXON Cloud
IXON Cloud
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. -
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TruePILOT
Endel Digital Solutions
Endel Digital’s TruePILOT is a unified plant intelligence platform that integrates weighbridge software with critical production systems to provide complete operational visibility. It enables real-time monitoring, process consistency, and better decision-making to maximize plant efficiency. With features such as SCADA integration, ERP synchronization, machine communication, and IIoT connectivity, TruePILOT transforms traditional plant operations into smart, automated environments. The platform also leverages AI-driven trend analysis for predictive insights and cloud-based reporting for executive-level visibility. Complementary products like LabMAST, FleetAI, GateONE, and ManuFACT further enhance plant performance by digitizing quality testing, material dispatch, gate management, and batch processing. Trusted by leading industries such as manufacturing, mining, cement, and steel, Endel Digital provides end-to-end solutions that streamline and secure production environments.Starting Price: $8000 -
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Google Cloud IoT Core
Google
Cloud IoT Core is a fully managed service that allows you to easily and securely connect, manage, and ingest data from millions of globally dispersed devices. Cloud IoT Core, in combination with other services on Cloud IoT platform, provides a complete solution for collecting, processing, analyzing, and visualizing IoT data in real time to support improved operational efficiency. Cloud IoT Core, using Cloud Pub/Sub underneath, can aggregate dispersed device data into a single global system that integrates seamlessly with Google Cloud data analytics services. Use your IoT data stream for advanced analytics, visualizations, machine learning, and more to help improve operational efficiency, anticipate problems, and build rich models that better describe and optimize your business. Securely connect a few or millions of your globally dispersed devices through protocol endpoints that use automatic load balancing and horizontal scaling to ensure smooth data ingestion under any condition.Starting Price: $0.00045 per MB -
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IoTStream
IoTStream
We take care of everything you need to power your IoT products, leveraging new technology and communication networks to provide a secure, actionable overview of your internet of things. IoTStream enables the creation of new products, services and business models so that you can turn your ideas into reality. Our intuitive IoT stack with a robust, reliable ready-built infrastructure allows you to focus on your business purpose. Using industry standard encryption to connect all devices ensures your data is secure from interception by third parties. In addition to real-time streaming, we store your data in the cloud, eliminating the time and expense of managing your own storage. Our solutions integrate with market leading platforms as part of a rich IoT ecosystem connecting you to the world. From initial prototype to your millionth device, our solutions scale allowing you to realize your full potential. -
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C3 AI Sensor Health
C3 AI
C3 AI® Sensor Health ensures the operational effectiveness of IoT devices and network infrastructure during both the deployment and the operational life cycle of IoT devices. Visualize sensor status, deployment progress, and geographic regions of concern, and access a prioritized view of sensors with identified health issues. Identify sensor deployment issues, diagnose the source of sensor malfunctions, optimize field service, and forecast future deployment progress.Ensure device installation information is correct, consistent, and current across source and cloud data systems. Monitor and analyze physical integrity, functionality, and communication of sensor devices to optimize field service and issue resolution. Visualize planned sensor deployment, actual deployment and provisioning progress, device operational issues and trends, and service work priorities. Present analyses and summarize results using preformatted and custom reports, including failure analysis, health analysis, etc. -
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AT&T IoT
AT&T Business
Why shop around when you can get down to the business of accelerating your growth. AT&T Marketplace makes tracking and managing your assets easy. With instant access to powerful IoT hardware, software and solutions you can gain visibility, maximize efficiencies, improve response times and optimize asset movements. And because everything is in one place, all you have to do is click, cart and connect to build, deploy and scale game-changing data-driven concepts. AT&T IoT makes it easy to build, deploy and scale IoT solutions. -
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ClearBlade
ClearBlade
ClearBlade is driving enterprise digital transformation through Intelligent Assets. The secure “no-code” IoT Application built on ClearBlade IoT & Edge Platform delivers AI, edge-native computing, and extreme flexibility empowering operation teams to get things done fast. Maintaining aircraft requires that mechanics service airplanes on a very demanding schedule with very specific tools and equipment. Equipment on an airfield is often misplaced, lost or stolen resulting in expensive replacements, operational downtime and redundancies. ClearBlade Edges deployed to specific locations to process data from cameras, sensors, and infrastructure all streams to ClearBlade Platform to normalize and process into a common data system of record. Data integrated into Business Intelligence dashboards to offer operational insights. Rapid time to market to provide assurances that properly ensure compliance with distancing, occupancy and safety requirements. -
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A fully managed, cloud-hosted service with capabilities for device registration, connectivity, control, rapid visualization and data storage. From chip to app to cloud, take full advantage of cognitive Watson APIs, visual dashboards, rich developer resources and industry-leading security to accelerate enterprise IoT insight. Predictive real-time and edge analysis of user, machine and environmental data that leverages machine learning and cognitive APIs. Govern applications and devices within an IoT ecosystem: usage and performance patterns, anomaly detection, data and transaction validation. Connect IoT devices, networks and gateways through a growing ecosystem that uses open standards-based communications like MQTT and HTTPS. Identify, aggregate and transform data from your IoT sources into asset-based data structures. Use your IoT data to understand current conditions and trends, comprehend unstructured data from videos and images, and extract unstructured textual data for insights.
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Bosch IoT Suite
Bosch.IO
With Bosch IoT Suite you can create abstract representations of real-world assets or devices in the cloud. These digital twins comprise all the capabilities and aspects of their physical counterparts. By storing and updating the data, properties, and relationships of an asset and providing notifications of all relevant changes they allow you to keep the real and digital worlds in sync. -
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Gaonic
Gaonic
Experience the simplicity of your SaaS for Industrial IoT (Internet of Things), with no cloud expertise required. Experience the simplicity of your SaaS for Industrial IoT (Internet of Things), with no cloud expertise required—Gaonic Industrial IoT Central is a fully managed global IoT SaaS (software-as-a-service) solution for your business that makes it easy to connect, visualize, analyze and manage your IoT assets at scale. Bring your connected products to market faster with your SaaS solution while staying focused on your customers. We are the providers of a cloud-based sensor analytic platform for the Internet of Things (IoT). The IoT is a new phenomenon that is taking the world by storm. Prompting new product innovations and igniting better revenue streams, it is connecting smart devices. With cloud based technologies to connect various devices, Gaonic offers a flawless approach that provides smooth networking even from remote systems. -
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Kaleidoscope IoT
Kaleidoscope
Our Cloud platform provides enterprises with a birds-eye view of their organization’s infrastructure delivering key data points and metrics to their appropriate organizational units. This In-turn provides the fundamental building blocks for future technological growth in areas such as Machine Learning & Artificial Intelligence, all of which are available from within the Kaleidoscope Cloud platform. Our core Cloud provides embedded Big Data & Analytics to drive business intelligence on the fly, in real-time. Monitor your infrastructure with our dashboards, and provide alerts to your staff with our automated on-call system based on data-driven decisions. Gain protection across your whole IoT platform, Kaleidoscope only uses secure communications for all data transmitted to and from the cloud. -
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Litmus Edge Manager
Litmus
Drive efficiency and scale with our centralized, hardware agnostic edge management platform. A platform purpose-built to give the industrial edge and enterprise teams better visibility, access, and orchestration control over their edge devices, data, and applications. Visualize data from all sites and centrally deploy applications for exponential opportunities. Drive operational efficiency with deployment templates and send secure over-the-air-updates to scale IIoT implementations rapidly. Set up and configure IIoT devices remotely and create templates for rapid deployment to tens or hundreds of sites. Mass provision large-scale IIoT deployments across all your sites with ease. Streamline maintenance with remote management, troubleshooting and over-the-air updates. Use Litmus Edge Manager for end-to-end edge lifecycle management. -
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DeviceAtlas
DeviceAtlas
DeviceAtlas is the de facto standard for device detection and data, and the only solution that is indexed for web, apps and mobile operator environments. Our patented technology provides a common device identifier to understand device traffic across all connected environments. DeviceAtlas improves advertising conversion rates by enabling granular device targeting of advertising campaigns and detailed reporting. We are the industry standard for online advertising. DeviceAtlas for Web is the market-leading device detection solution for parsing User-Agent strings in the web environment. Whether you want to analyze device traffic, improve conversion rates for online advertising, or optimize content, DeviceAtlas can help you reach your full potential audience on the web.Starting Price: $399 per year -
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WEBICC
VIEWTECH SYSTEMS
WEBICC SCADA is a web-based, multi-platform SCADA software for monitoring and automation of industrial processes. It supports standalone, remote, and cloud-based deployments and runs on Windows, Linux, and ARM platforms (including Raspberry Pi). WEBICC SCADA provides web HMI visualization using SVG graphics, data logging, alarm management, real-time and historical charts, and reporting, all accessible through any modern HTML5 web browser without client installation. WEBICC SCADA features a modern web HMI designer with on-the-fly configuration, allowing rapid development and easy customization of industrial dashboards. The platform is suitable for edge SCADA applications, supports distributed architectures, and enables secure remote access to industrial data. WEBICC is designed for system integrators seeking a flexible, lightweight, and cost-effective alternative to traditional SCADA systems, without vendor lock-in.Starting Price: €403.9 -
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Everyware Cloud
Eurotech
Everyware Cloud (EC) is an IoT Integration Platform distributed and supported by Eurotech. Based on Eclipse Kapua, Everyware Cloud offers an open and modular IoT Cloud Platform based on a micro-services architecture. Everyware Cloud provides device management, diagnostics, provisioning, remote access of IoT gateways and devices and integration services for the telemetry data. Remotely access your devices to enable remote maintenance and to provide advanced assistance on issue investigation without field visits to installation site. Trust your remote devices leveraging enterprise-class security strategies built-in to the Everyware Cloud IoT Platform. Reduce integration costs by leveraging the standards based interfaces offered by Everyware IoT. Device connectivity leverages the ISO certified standard MQTT protocol and an open language independent data payload format. -
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Kii
Kii
Optimized for what you build, with flexible public and private cloud deployment options. Connect all types of devices to the cloud while ensuring availability and interoperability. Stable, monitored and fully managed for performance and security, Kii scales instantly and includes remote firmware upgrades, taking platform management hassles off your IT team’s plate. Supporting multiple vendors is hard, but Kii simplifies M2M, M2P and P2P connections with an API-based platform. Plus, gain access to our rich community of mobile developers to build complementary surround apps for your IoT initiatives. Kii provides flexible public and private deployment options with instant server provisioning and automated platform updates. We monitor for usage spikes and performance degradation so you don’t have to. Rapidly deploy, interact with, enable or disable devices. You can easily manage configurations and firmware upgrades remotely. -
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Pelion IoT Connectivity
Pelion
Pelion is a leading global IoT connectivity provider, offering a comprehensive platform that enables businesses to rapidly deploy, connect, secure, and manage IoT devices across various industries. With over two decades of experience, Pelion delivers high-performance, flexible multi-carrier connectivity, ensuring maximum uptime and consistent service for even the most demanding IoT use cases. Their user-friendly connectivity management platform provides complete visibility and cost control, while dedicated technical, security, and operational expertise support customers in maximizing their IoT potential. Pelion's solutions are trusted by over 1,000 enterprises worldwide, providing access to the latest 5G, 4G/LTE, CAT-M, and NB-IoT standards across 600+ networks in more than 150 countries. -
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Prodea
Prodea
Launch secure, scalable and globally compliant connected products with services within six months. Prodea provides the only IoT platform-as-a-service (PaaS) that was specifically designed for manufacturers of mass-market consumer home products. It is comprised of three main services. IoT Service X-Change Platform, for quickly launching connected products with services across global markets requiring minimal development. Insight™ Data Services, to gain key insights from user and product usage data. And EcoAdaptor™ Service, to enhance product value through cloud-to-cloud integration and interoperability with other products and services. Prodea has helped its global brand customers launch 100+ connected products, in less than six months on average, across six continents. This was made possible by using the Prodea X5 Program which was designed to work with our three main cloud services to help brands evolve their systems. -
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Airlinq
AIRLINQ
Airlinq is accelerating the development and deployment of large scale connected applications around smart mobility and ecosystem monetization for automakers, mobile network operators and consumers around the world. Airlinq powers the next generation enterprise-grade cloud and edge platform to handle complex AI and IoT use cases for the new breed of connected assets like cars, autonomous pods and drones. This highly scalable, globally available platform is ready to support millions of connected assets and vehicles with mission-critical latency, security and reliability. Open your connected infrastructure, be it a car or a wearable, to third party service providers. Enable them to target and deliver hundreds of contextual and personalized digital services directly to the consumers. Create a wow experience with seamless service provisioning, consent, payment and billings. -
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SensorCloud
LORD Corporation
SensorCloud is a unique sensor data storage, visualization and remote management platform that leverages powerful Cloud computing technologies to provide excellent data scalability, rapid visualization, and user programmable analysis. SensorCloud's core features include FastGraph, MathEngine®, LiveConnect, and the OpenData API. SensorCloud allows you to easily create dashboards to visualize all of your data. Dashboards can be as simple as a single Timeseries Graph widget, or advanced with Radial Gauges, Text Charts, Linear Gauges, FFTs, Statistics, etc. Since SensorCloud allows you to upload as much data as you want, and LORD's sensors can sample at very high rates, it was important to be able to quickly visualize massive amounts of data. We struggled to find any application that could handle even a few gigabytes of data, so we started from the ground up with our own unique algorithm.Starting Price: $35 per month -
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Oracle’s Internet of Things (IoT) Intelligent Applications Cloud can provide you with more visibility, insights and efficiencies by capturing sensor data from connected devices using smart manufacturing, connected assets, connected logistics, workplace safety, and connected customer experience. Increase your revenue by using IoT applications to improve efficiency, increase supply chain visibility, and launch new business models. Prevent downtime by using IoT sensor data for real-time visibility and maintenance of machines, vehicles, and other assets. Reduce costs by connecting and monitoring vehicle routes and products in transit. Ensure regulatory compliance and identify causes of incidents, with real-time visibility into workplace environments.
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Memfault
Memfault
Reduce risk, ship products faster, and resolve issues proactively by upgrading your Android and MCU-based devices with Memfault. By integrating Memfault into smart device infrastructure, developers and IoT device manufacturers can monitor and manage the entire device lifecycle, from development to feature updates, with ease and speed. Monitor hardware and firmware performance, remotely investigate issues, and incrementally rollout targeted updates to devices without disrupting customers. Go beyond application monitoring with device and fleet-level metrics, like battery health and connectivity with crash analytics for firmware. Resolve issues more efficiently with automatic detection, alerts, deduplication, and actionable insights sent via the cloud. Keep customers happy by fixing bugs quickly and shipping features more frequently with staged rollouts and specific device groups (cohorts). -
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Exosite Murano
Exosite
Investing in a dedicated team to develop and maintain a connected solution from scratch can take multiple years and millions of dollars. Instead, Exosite’s off-the-shelf solutions for condition monitoring, smart home, and OEM-connected products can be deployed on Murano immediately, so you can start creating value right away. Exosite's Murano platform and off-the-shelf solutions are generally provided as multi-tenant hosted infrastructure that is maintained and supported by the Exosite Dev-Ops team. Single-tenant and on-premise hosting options are available for organizations that require software and data to be hosted in their own infrastructure. Gain the confidence to handle an increasing number of connected devices, users, analytical capabilities, and data storage and processing. Exosite’s Murano platform handles the challenges of scaling infrastructure, so you can focus on your business.Starting Price: $200 per month -
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Simetric
Simetric
Whether you’re managing 3,000 devices or 3,000,000, every device interaction generates data. With these devices, can you monitor devices in real-time? Surprised by unexpected bills with excessive usage? Are deployed devices adhering to policy? Introducing Simetric, the next-generation insights, and management platform for your IoT ecosystem, in a single pane. Flexible, dynamic, scalable, and quickly configure Simetric to support your unique business needs. Be up and running in minutes with just a few clicks. Increase your responsiveness and insights for clients, no matter their size. Your future is in recurring managed services. And with Simetric, your future looks bright. Goodbye monthly audits, hello real-time control of costs, and every connection. Simetric simplifies the complex data streams from large-scale connected device ecosystems into a single dynamic view. Get instant clarity about issues and opportunities across your footprint. -
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DevicePilot
DevicePilot
Service Monitoring for IoT. Optimize your service delivery by turning device data into action Protect revenue Your customers will only go on paying you if you go on delivering a quality service Save money Arm your employees with a powerful tool makes them more productive and deliver better service with the same human resource. Spend your precious time in areas which will deliver the biggest return Unlock growth Press the "SCALE" button on your deployment without worrying that you might fail, having all the insights to support your business decisions -
42
XL Productivity Appliance
Vorne Industries
XL is the simplest and easiest OEE software from the company behind oee.com. Installed on 25,000+ processes in 45 countries, XL can be installed on any manufacturing process starting with just 2 sensors and a barcode scanner. XL will provide you with real time dashboards, historical reporting, and instant email and SMS alerts. Start improving your manufacturing OEE with a 90-day free trial.Starting Price: $1,990 -
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AUTOSOL
AUTOSOL
AUTOSOL’s software platform is designed to unify industrial data communications by securely collecting, accessing, and sharing real-time, historical, and edge data from industrial devices and control systems into a centralized, actionable information stream. The core is AUTOSOL Communication Manager, an advanced multi-protocol polling engine and OPC server that connects with diverse field devices (RTUs, PLCs, meters) in their native protocols and delivers standardized data to SCADA systems, HMIs, databases, and analytics tools for operational visibility and control. It supports multiple telemetry types concurrently and bridges legacy systems with modern IIoT devices, enabling organizations to extend the life of existing infrastructure while adopting new technologies for enhanced performance. -
44
Cogent DataHub
Skkynet
There is a growing need to securely operate on and utilize industrial data in every industry vertical. Skkynet's Cogent DataHub provides a secure-by-design industrial data operations platform that connects to, provides inline protocol conversion for, aggregates, contextualizes, edge processes, integrates with AI models, visualizes and securely streams industrial data to where ever it is needed - in OT, IT, or the cloud. Powered by patented technology and supported by decades of industrial expertise, Skkynet’s proven software is trusted by over 2,200 customers across more than 30,000 installations in 86 countries.Starting Price: $495/month - unlimited data -
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zenon
COPA-DATA
zenon is an industry-leading software platform that makes the engineering and automated operation of manufacturing and infrastructure equipment incredibly easy. Whether working in manufacturing or in the energy industry, zenon can help you reach and sustain your operational goals. zenon is working completely vendor-independent in any hard- and software environment with 5,000+ clients worldwide including many Fortune Global 500s such as Toyota, Pfizer, Ford Motor, Volkswagen, Saudi Aramco, Abbott, AB InBev, Microsoft, BMW, Coca Cola, Nestlé, Baxter, Mondelēz, Texas Instruments or GE Energy. zenon connects and manages any data in one system, tracks and controls any process in real-time with powerful SCADA and HMI solutions, allows for better insights to make smarter decisions, and presents a powerful base to design any kind of industrial application in a no-code engineering environment. -
46
Shodan
Shodan
Shodan is the world's first search engine for Internet-connected devices. Discover how Internet intelligence can help you make better decisions. Websites are just one part of the Internet. Use Shodan to discover everything from power plants, mobile phones, refrigerators and Minecraft servers. Keep track of all your devices that are directly accessible from the Internet. Shodan provides a comprehensive view of all exposed services to help you stay secure. Learn more about who is using various products and how they're changing over time. Shodan gives you a data-driven view of the technology that powers the Internet. Within 5 minutes of using Shodan Monitor you will see what you currently have connected to the Internet within your network range and be setup with real-time notifications when something unexpected shows up. The entire Shodan platform (crawling, IP lookups, searching, data streaming) is available to developers.Starting Price: $59 per month -
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TagoIO
TagoIO
TagoIO is a full-stack cloud software that lets users turn IoT sensor data into smart solutions without dealing with cloud complexity. It supports connecting and managing devices from more than 500 communication types, including LoRaWAN, NB-IoT, Wi-Fi, satellite, BLE, MQTT, and HTTP, with preconfigured connectors to decode device data into a standard format. It provides scalable device management, secure data storage, real-time visualization, custom analytics, automation, alerts, and multi-tenant access control so users can build dashboards, workflows, and logic in one environment. TagoIO simplifies building and deploying IoT applications with templates, drag-and-drop interfaces, and APIs while handling backend infrastructure, enabling rapid development and deployment. It offers advanced analytics to transform raw data into actionable insights and supports edge computing, mobile access, white-labeling, and integration with external systems.Starting Price: Free -
48
Kallipr Kloud
Kallipr
Kallipr Kloud is an industrial IoT software platform that manages large-scale monitoring networks for water, wastewater, stormwater, environmental and industrial operations. It handles the full device lifecycle, from fast deployment with configuration templates to secure registration, remote updates and real-time diagnostics. The platform gives operators a complete view of their network with live insights, trend analysis and clear alarm management for issues like blockages, leaks and pressure changes. Kallipr Kloud integrates directly with Azure and can send data into existing SCADA, GIS or analytics tools without middleware. It is designed for scale, secure communications, long device life and high uptime. Used with Kallipr’s data loggers, radar sensors and multi-sensor gateways, it provides a fully integrated hardware and software stack for more than 300 organisations across Australia, New Zealand and the United States.Starting Price: $15 -
49
Litmus Edge
Litmus
Litmus Edge is a hardware‑agnostic industrial data platform deployed at the edge to connect to virtually any industrial asset. Using a large library of pre‑built drivers, it rapidly ingests data from PLCs, SCADA, MES, historians and sensors, then normalizes and contextualizes that data for analytics and control. The platform delivers real‑time KPIs and dashboards at the edge, supports running analytics and machine‑learning models close to the machines, and publishes ready‑to‑use data to cloud, big‑data and business applications. This gives manufacturers a scalable foundation for smart manufacturing and Industrial IoT programs. Designed for engineers modernizing OT systems: - 250+ drivers - MQTT/Kafka/REST ingestion - Data modeling + transformations - Edge ML/SLM runtime - Container support - Secure cloud connectors - Fleet managementStarting Price: 15000/5k data points/site -
50
Symbotic
Symbotic
Symbotic is a revolutionary warehouse automation system that reinvents the supply chain with an end-to-end, AI-powered robotic platform. It integrates a fleet of autonomous mobile robots and robotic arms equipped with advanced vision and sensing capabilities, enabling them to build optimized mixed-case pallets with relentless efficiency and industry-leading speed and density. The modular design allows for easy scaling and retrofitting into existing warehouses, maximizing flexibility in sizing and scaling. Symbotic's high-density storage structure and distributed storage algorithm maximize the use of space, increase capacity, and enable industry-leading product storage and retrieval speed. The AI-powered software seamlessly orchestrates hundreds of autonomous robots, managing the entire end-to-end system from case digitization and complex bot routing to sequencing, planning, and building the perfect mixed-SKU pallet.
