Best IoT Software
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What is IoT Software?
Internet of Things (IoT) software is a form of technology that allows for connected devices to communicate with each other over the internet. It generally consists of various hardware and software components such as sensors, wireless networks, and databases. With the help of IoT software, data can be collected from multiple sources for further analysis and it can also be used to control devices remotely. IoT software also offers advantages such as improved efficiency and better security for connected devices. Compare and read user reviews of the best IoT software currently available using the table below. This list is updated regularly.
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1
RaimaDB
Raima
RaimaDB is an embedded time series database for IoT and Edge devices that can run in-memory. It is an extremely powerful, lightweight and secure RDBMS. Field tested by over 20 000 developers worldwide and has more than 25 000 000 deployments. RaimaDB is a high-performance, cross-platform embedded database designed for mission-critical applications, particularly in the Internet of Things (IoT) and edge computing markets. It offers a small footprint, making it suitable for resource-constrained environments, and supports both in-memory and persistent storage configurations. RaimaDB provides developers with multiple data modeling options, including traditional relational models and direct relationships through network model sets. It ensures data integrity with ACID-compliant transactions and supports various indexing methods such as B+Tree, Hash Table, R-Tree, and AVL-Tree. -
2
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 -
3
FactoryStudio
Tatsoft
Tatsoft’s FactoryStudio gives you the tools to rapidly design powerful and secure industrial applications! Features: real-time data modeling, data logging, MQTT broker/client/spB, audit trail, alarms & events, visual SQL query database gateway, high-performance smart displays, HTML5 dashboards, WPF drawing tools, iOS app, trends & annotations, reporting & more! You can program scripts in C#, VB.NET, JavaScript and Python. With ZERO install on the client side, and only 2 minutes install server side, you can be up and building performance improving applications in no time! Includes dozens of built-in native protocol drivers to PLCs, DCSs, and support for other industry standards, like OPC and MQTT. Need a driver we don’t have yet? We also have a toolkit for protocol driver development! FactoryStudio can act as your data hub for everything in your industrial ecosystem: your link between IT and OT, your real-time devices, and your SQL data sources with easy data-bindingStarting Price: $960 one-time fee -
4
Open Automation Software
Open Automation Software
Liberate your Industry 4.0 data with Open Automation Software IIoT platform for Windows and Linux. OAS is truly an unlimited IoT Gateway for Windows, Linux, Raspberry Pi 4, Windows IoT Core, and Docker deployments. Create HMI visualization for web, WPF, and WinForm C# and VB .NET applications. Log data and alarms to SQL Server, Oracle, MS Access, MySQL, Azure SQL, PostgreSQL, Cassandra, MongoDB, MariaDB, SQLite, InfluxDB, and CSV files. MQTT Broker and Client interface along with cloud connectivity to Azure IoT and AWS IoT Gateway. Read and write data from remote Excel Workbooks. Alarm notification to email, SMS text, and voice messaging. .NET and REST API programmatic access. Allen Bradley ControlLogix, CompactLogix, GuardLogix, Micro800, MicroLogix, SLC 500, and PLC-5. Siemens S7-200, S7-300, S7-400, S7-1200, and S7-1500. Modbus TCP, Modbus RTU, and Modbus ASCII for Master and Slave communications. OPTO-22, MTConnect, and OPC UA, OPC DA.Starting Price: $495 one-time payment -
5
Lumada IIoT
Hitachi
Embed sensors for IoT use cases and enrich sensor data with control system and environment data. Integrate this in real time with enterprise data and deploy predictive algorithms to discover new insights and harvest your data for meaningful use. Use analytics to predict maintenance problems, understand asset utilization, reduce defects and optimize processes. Harness the power of connected devices to deliver remote monitoring and diagnostics services. Employ IoT Analytics to predict safety hazards and comply with regulations to reduce worksite accidents. Lumada Data Integration: Rapidly build and deploy data pipelines at scale. Integrate data from lakes, warehouses and devices, and orchestrate data flows across all environments. By building ecosystems with customers and business partners in various business areas, we can accelerate digital innovation to create new value for a new society. -
6
Scaleway
Scaleway
The Cloud that makes sense. From high-performance cloud ecosystem to hyperscale green datacenters, Scaleway provides the foundation for digital success. Cloud platform designed for developers & growing companies. All you need to create, deploy and scale your infrastructure in the cloud. Compute, GPU, Bare Metal & Containers. Evolutive & Managed Storage. Network. IoT. The largest choice of dedicated servers to succeed in the most demanding projects. High-end dedicated servers Web Hosting. Domain Names Services. Take advantage of our cutting-edge expertise to host your hardware in our resilient, high-performance and secure data centers. Private Suite & Cage. Rack, 1/2 & 1/4 Rack. Scaleway data centers. Scaleway is driving 6 data centers in Europe and offers cloud solutions to customers in more that 160 countries around the world. Our Excellence team: Experts by your side 24/7 year round Discover how we help our customers to use, tune & optimize their platforms with skilled expert -
7
PubNub
PubNub
Innovate with Realtime Features: We take care of realtime communication infrastructure so you can focus on your app. Our Platform for Realtime Communication: A platform to build and operate real-time interactivity for web, mobile, AI/ML, IoT, and Edge computing applications Faster & Easier Deployments: SDK support for 50+ mobile, web, server, and IoT environments (PubNub and community supported) and more than 65 pre-built integrations with external and third-party APIs to give developers the features they need regardless of programming language or tech stack. Scalability: The industry’s most scalable platform capable of supporting millions of concurrent users and allows for rapid growth with low latency, high uptime, and without financial penalties. Security & Compliance: Enterprise-grade security and compliance with the most stringent regulations worldwide, including GDPR, SOC 2, HIPAA, ISO 27001, and CCPA.Starting Price: $0 -
8
Qliktag Platform
Qliktag Software Inc.
The Qliktag Platform is a one-of-a-kind platform to enable everyday consumer products as IoT Connected Smart Products that can be interacted with digitally. For any item equipped with tags such as ordinary 2d barcodes, NFC tags, RFID, QR Codes, Data Matrix, smart packaging sensors, IoT sensors, watermarks or other triggers, the Qliktag Platform can help assign an internet identifier and a "digital twin" with a unique web link for each batch, product or serial instance. This enables the product to send or receive information over the internet through it's lifecycle. The Qliktag Platform also lets you develop a wide range of smart applications & business processes from traceability, transparency, authentication, trust, customer engagement, re-order and more in a low code environment that is highly scalable across billions of items, secure & flexible.Starting Price: $275/month -
9
OEEasy
4i Platform
The Overall Equipment Effectiveness (OEE) is a key performance indicator that measures the efficiency of industrial machinery and equipment. Implementing OEE measurement in your manufacturing process can help you enhance the performance of your machines, reduce their downtime and improve the quality of your production. It is a great metric for benchmarking progress in improving manufacturing productivity. Equipment management and monitoring. OEEasy is a web-based app that automatically measures the OEE of your production lines in terms of quality, performance, and availability indicators. Easy and quick setup. Fits all manufacturing machines at a low cost. OEEasy is the production performance app on the 4i Platform. Enhance beyond production expanding through other apps such as ELT, and CEnergy. OEEasy translates your data into charts and reports to help you visualize your productivity and performance.Starting Price: Free -
10
Kuzzle
Kuzzle
Activate the power of the Kuzzle IoT platform online, with no commitment. Kuzzle publishes open source software for managing the Internet of Things, data, and APIs. Conceived and developed by French engineers, Kuzzle solutions accelerate the deployment of modern applications by offering an open source standard. Our teams are ready to support your IoT projects. Connect and manage your territory while offering new smart services to users. Urban hyper vision with Kuzzle IoT, to manage public lighting, waste and voluntary drop-off points, water, public buildings, parking, and energy consumption. Kuzzle IoT is agnostic and compatible with sensor technologies and all IoT and network connectivity devices. We provide ready-to-use IoT functionalities for all your uses, including geolocation & geofencing, asset tracking, digital twinning, etc. Simplify the deployment of your IoT applications. Activate the power of the Kuzzle IoT platform online, with no commitment.Starting Price: Free -
11
RapidMiner
Altair
RapidMiner is reinventing enterprise AI so that anyone has the power to positively shape the future. We’re doing this by enabling ‘data loving’ people of all skill levels, across the enterprise, to rapidly create and operate AI solutions to drive immediate business impact. We offer an end-to-end platform that unifies data prep, machine learning, and model operations with a user experience that provides depth for data scientists and simplifies complex tasks for everyone else. Our Center of Excellence methodology and the RapidMiner Academy ensures customers are successful, no matter their experience or resource levels. Simplify operations, no matter how complex models are, or how they were created. Deploy, evaluate, compare, monitor, manage and swap any model. Solve your business issues faster with sharper insights and predictive models, no one understands the business problem like you do.Starting Price: Free -
12
Trendalyze
Trendalyze
Decisions can't wait. Compress machine learning projects from months to minutes. Like Google, our AI search engine brings you insights instantly. Inaccuracy costs money. Patterns reveal what KPIs and averages miss. TRND uncovers the patterns that provide the early warning signs missing from the KPIs. Empower the decision maker. Trends are most relevant to decision-makers who want to know whether a threat or an opportunity is bubbling up. In the digital economy knowledge is money. TRND enables creation of sharable pattern libraries that facilitate fast learning and deployment for business improvement. If you can't monitor all, you monetize none. TRND doesn't just find needles in haystacks; it constantly monitors all needles for relevant information. If you can't afford it, you can't do it. It used to be that scale broke the bank. Our search-based approach makes micro monitoring at scale affordable. -
13
Waylay
Waylay
Modular IoT platform providing best-of-breed OEM technology for back-end development and operations, enabling accelerated IoT solution delivery at scale. Advanced rule logic modeling, execution and lifecycle management. Automate any data workflow, from the simple to the complex. The Waylay platform is built from the ground up to natively cope with the multiple data patterns of IoT, OT and IT. Leverage streaming and time series analytics within the same collaborative intelligence platform. Accelerate the time to market of your IoT solutions by easily delivering self-service and KPI-centric apps to non-developer teams. Find out what automation tools are best suited to your IoT use case, then test them against the benchmark. IoT application development is fundamentally different from “normal” IT development. It requires bridging the physical world of Operations Technology (OT) with sensors, actuators and gateways to the digital world of Information Technology (IT) with databases. -
14
IBM Watson IoT
IBM
The Internet of Things (IoT) is the billions of physical devices around the world that are now connected to the internet, all collecting and sharing data. By combining IoT data with IBM Cloud® technologies, businesses can extract valuable insights to improve virtually every aspect of their operations and enable innovative, new business models. Start with your device and connect it with an IBM Cloud recipe. Connect to the IBM Cloud using open, lightweight MQTT or HTTP. Manage connected devices so your apps can access live and historical data. Use highly-secure APIs to connect your apps with data from your devices. Create analytic apps in the IBM Cloud, another cloud or your own servers. Connect, collect and start processing IoT data quickly and easily with the IBM Watson IoT® Platform. Take advantage of the analytics service for visualization and AI-driven analytics in the cloud. -
15
FairCom EDGE
FairCom
FairCom EDGE simplifies the integration of sensor and machine data at the source – whether it’s a factory, water treatment plant, oil platform or wind farm. The world’s first converged IoT/Industrial IoT hub, FairCom EDGE unifies messaging, persistence and analytics with an all-in-one solution – complete with browser-based administration, configuration and monitoring. FairCom EDGE supports MQTT and OPC UA for machine-to-machine (M2M) communication, SQL for interactive analytics and HTTP/REST for real-time monitoring. It continuously retrieves data from sensors and machines with OPC UA support, and receives messages from those with MQTT support. The data is automatically parsed, persisted and made accessible via MQTT and SQL.Starting Price: Free -
16
Analance
Ducen
Combining Data Science, Business Intelligence, and Data Management Capabilities in One Integrated, Self-Serve Platform. Analance is a robust, salable end-to-end platform that combines Data Science, Advanced Analytics, Business Intelligence, and Data Management into one integrated self-serve platform. It is built to deliver core analytical processing power to ensure data insights are accessible to everyone, performance remains consistent as the system grows, and business objectives are continuously met within a single platform. Analance is focused on turning quality data into accurate predictions allowing both data scientists and citizen data scientists with point and click pre-built algorithms and an environment for custom coding. Company – Overview Ducen IT helps Business and IT users of Fortune 1000 companies with advanced analytics, business intelligence and data management through its unique end-to-end data science platform called Analance. -
17
Crosser
Crosser Technologies
Analyze and act on your data in the Edge. Make Big Data small and relevant. Collect sensor data from all your assets. Connect any sensor, PLC, DCS, MES or Historian. Condition monitoring of remote assets. Industry 4.0 data collection & integration. Combine streaming and enterprise data in data flows. Use your favorite Cloud Provider or your own data center for storage of data. Bring, manage and deploy your own ML models with Crosser Edge MLOps functionality. The Crosser Edge Node is open to run any ML framework. Central resource library for your trained models in crosser cloud. Drag-and-drop for all other steps in the data pipeline. One operation to deploy ML models to any number of Edge Nodes. Self-Service Innovation powered by Crosser Flow Studio. Use a rich library of pre-built modules. Enables collaboration across teams and sites. No more dependencies on single team members. -
18
Roambee
Roambee
Roambee puts you in control of goods and assets with purposefully built sensor hardware, cloud data analytics, and automation - for reliable monitoring and response - indoors, outdoors, and in-transit thereby bringing visibility to your supply chain and logistics challenges. There are no sensors to purchase or manage; you only pay for what you monitor. Roambee offers verifiably better supply chain visibility on demand, for on-time, in-full, in-condition delivery of shipments and assets anywhere in the world. 300+ enterprises are improving customer experience, service levels, product quality, cash cycles, business efficiencies, sustainability, and automating logistics with Roambee’s real-time insights & foresights. More than 50 of them are the top 100 global companies in the Pharma, Food, Electronics, Chemicals, Automotive, Packaging & Containers, and Logistics sectors. Roambee’s innovative AI-powered platform, and end-to-end monitoring solutions, deliver curated, etc. -
19
Record Evolution
Record Evolution
Accelerate and simplify IoT data extraction, develop AI for the shop floor and visualize KPIs. Create and manage decentralized and compact data pods. Each data pod is fully autonomous and comes with built-in infrastructure for powerful analytics. Flexible storage capacities enable you to create multiple pods of different sizes. You collect, analyze, and visualize data in a seamless data journey. Collect raw data from multiple sources such as IoT routers and the web. Generate instant reports and create custom infographics in your browser. Combine the powers of VS Code, Observable, and TablePlus in interactive data science workbooks. Get a live view of current and past processes and automate package loads all the way up to reporting. -
20
Embiot
Telchemy
Embiot® is a compact, high performance IoT analytics software agent for IoT gateway and smart sensor applications. This edge computing application is small enough to integrate directly into devices, smart sensors and gateways, but powerful enough to calculate complex analytics from large amounts of raw data at high speed. Internally, Embiot uses a stream processing model to enable it to handle sensor data that arrives at different rates and out of order. It has a simple intuitive configuration language and a rich set of math, stats and AI functions making it fast and easy to solve your analytics problems. Embiot supports a range of input methods including MODBUS, MQTT, REST/XML, REST/JSON, Name/Value and CSV. Embiot is able to send output reports to multiple destinations concurrently in REST, MQTT and custom text formats. For security, Embiot supports TLS selectively on any input or output stream, HTTP and MQTT authentication. -
21
Eclipse Streamsheets
Cedalo
Build professional applications to automate workflows, continuously monitor operations, and control processes in real-time. Your solutions run 24/7 on servers in the cloud and on the edge. Thanks to the spreadsheet user interface, you do not have to be a software developer. Instead of writing program code, you drag-and-drop data, fill cells with formulas, and design charts in a way you already know. Find all necessary protocols on board that you need to connect to sensors, and machines like MQTT, REST, and OPC UA. Streamsheets is native to stream data processing like MQTT and kafka. Pick up a topic stream, transform it and blast it back out into the endless streaming world. REST opens you the world, Streamsheets let you connect to any web service or let them connect to you. Streamsheets run in the cloud, on your servers, but also on edge devices like a Raspberry Pi. -
22
Cumulocity IoT
Software AG
Cumulocity IoT is the #1 low-code, self-service IoT platform—the only one that comes pre-integrated with the tools you need for fast results: device connectivity and management, application enablement and integration, as well as streaming and predictive analytics. Free your business from proprietary technology stacks. Because you’ll be using the only completely open IoT platform, you can connect any “thing” today and tomorrow. Bring your own hardware and tools, and pick the components that best fit. Get up and running on the IoT in minutes. Connect a device and view its data. Create a real-time interactive dashboard. Define rules to monitor and act on events. Do all of this without calling on IT or writing any code! Easily integrate new IoT data with the core enterprise systems, applications and processes that have run your business for years—again, without coding—for a fluid flow of data. You’ll have more context to make better decisions. -
23
TreasuryPay
TreasuryPay
Instant™ Enterprise Data and Intelligence. Visibility into all transaction data, as it is happening, wherever it is happening worldwide. With just one network connection, organizations receive worldwide Accounting, Liquidity Management, FX, Marketing, and Supply Chain information — delivered in a single managed solution to empower enterprise intelligence. The TreasuryPay product set streams your global receivables information, delivering instant accountancy and cognitive services. It is, quite simply, the most advanced intelligence and insights platform currently available to global organizations. Instantly provide your organization with enriched information for your entire global enterprise. The change is easy. The Return on Investment, remarkable. Actionable intelligence and real-time global accountancy are now available at your fingertips with TreasuryPay Instant™. -
24
Cybus Connectware
Cybus
One central software to connect the most complex production environments with your IT systems. Large-scale configuration allows rapid and streamlined rollouts. With automated scalings, you digitize and standardize the connectivity layer for multiple production sites. With direct access to real-time industrial data from IT and OT sources, your team implements use cases quickly, independently, and cost-effectively. Set the foundational data infrastructure, and rely on holistic and highly available industrial connectivity. Integrate all systems and applications seamlessly. Integrate shop floor assets quickly and effortlessly to deliver real-time data insights. Drive business by rapidly executing initiatives that require production data. -
25
VIA provides visibility across data and organizational silos enabling operational effectiveness for many industries. Your team will isolate problems faster, automate response when possible and prevent the problems most likely to impact service and your customers’ experience. Enabled by its action-oriented analytic value chain and customer-centric approach, VIA reveals and automates what to do, then prioritizes based on customer impact so you can take decisions and act with confidence to improve business outcomes. VIA Solution Templates accelerate deployment and adaptation of the Platform to meet your unique business requirements.
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26
Rocos
Rocos Global
Rocos provides a cloud platform to build and manage your robot operations. Execute fast - at scale. Robots are transforming the automation of physical processes. Whether you build robotic solutions or use them in your business, the Rocos Robot Operations Platform enables you to connect, monitor and control your fleet. Connect your robots in minutes. A centralized platform connecting your robot fleet - to the people and things that help them do their jobs better. Get immediate access to reliable and secure APIs, SDKs, and a configurable web portal. Cloud and local network connectivity out of the box. Stay informed of the status and health of your entire robot fleet - anywhere in the world. Craft your own dashboards with ultra low latency telemetry, and configure the alerts and diagnostics your business needs. Take control over your robot fleet - instantly, from where you need it. Seamless integration with multiple robot stacks. Design and execute multi-robot missions. -
27
Prescient Designer
Prescient
With Prescient Designer, our customers easily work with all these data sources originating from the network edge, cloud, or both, creating the entire solution in one place. Users can easily build and manage hundreds of flexible data models, distributed data pipelines, automated workflows, and IIoT solutions. They can extract, cleanse, transform, analyze, visualize, and load data from any source anywhere.
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