Alternatives to Cerebra

Compare Cerebra alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Cerebra in 2026. Compare features, ratings, user reviews, pricing, and more from Cerebra competitors and alternatives in order to make an informed decision for your business.

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    TRACTIAN

    TRACTIAN

    Tractian

    Tractian is the Industrial Copilot for maintenance and reliability, providing a cutting-edge platform designed to prevent unplanned downtime, boost operational efficiency, and enhance maintenance capacity. Trusted by global brands such as Bosch, Kraft Heinz, Carrier, Hyundai, Johnson Controls, and P&G, Tractian combines condition monitoring, energy efficiency, and a CMMS into a comprehensive, mobile-first solution. With Tractian, you can: Monitor real-time vibration, temperature, runtime, and RPM across critical assets Get real-time alerts and detailed diagnostics to address potential issues before they lead to failures Digitize workflows for streamlined work order management, planning & scheduling, and materials management Optimize energy consumption for improved sustainability and cost savings
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    CerebrasCoder

    CerebrasCoder

    CerebrasCoder

    ​CerebrasCoder is an open source platform that enables users to generate fully functional applications rapidly using AI technology. By simply providing prompts, users can transform their ideas into applications instantly, streamlining the development process. CerebrasCoder leverages Llama 3.3-70B, a powerful language model developed by Cerebras Systems, to facilitate swift application generation. It is designed to be user-friendly, allowing individuals to create applications without the need for extensive coding knowledge.
    Starting Price: Free
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    Cerebra

    Cerebra

    Cerebra

    Cerebra is the no-code decision Intelligence solution that gives marketing and merchandising teams the power to optimize their businesses using data-driven direction over guesswork. Move from fast retail to real-time retail. No more missed opportunities, wasted inventory, or mispriced SKUs. Cerebra pushes timely recommendations with predicted business impact instead of more data requiring time and effort to interpret. Supercharge productivity with insights and actions that have the maximum impact. Accelerate operations in real-time with AI that proactively optimizes profitability and reduces waste. Execute actionable insights automatically with data-driven decision-making. Cerebra continually analyzes all available internal and external data sources to discover actionable insights that maximize brand profitability, drive the best possible customer outcomes, and minimize inventory waste. There is no need to train staff on big data analytics, business intelligence or data wrangling.
    Starting Price: $499 per month
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    Cerebras

    Cerebras

    Cerebras

    We’ve built the fastest AI accelerator, based on the largest processor in the industry, and made it easy to use. With Cerebras, blazing fast training, ultra low latency inference, and record-breaking time-to-solution enable you to achieve your most ambitious AI goals. How ambitious? We make it not just possible, but easy to continuously train language models with billions or even trillions of parameters – with near-perfect scaling from a single CS-2 system to massive Cerebras Wafer-Scale Clusters such as Andromeda, one of the largest AI supercomputers ever built.
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    Cerebras-GPT
    State-of-the-art language models are extremely challenging to train; they require huge compute budgets, complex distributed compute techniques and deep ML expertise. As a result, few organizations train large language models (LLMs) from scratch. And increasingly those that have the resources and expertise are not open sourcing the results, marking a significant change from even a few months back. At Cerebras, we believe in fostering open access to the most advanced models. With this in mind, we are proud to announce the release to the open source community of Cerebras-GPT, a family of seven GPT models ranging from 111 million to 13 billion parameters. Trained using the Chinchilla formula, these models provide the highest accuracy for a given compute budget. Cerebras-GPT has faster training times, lower training costs, and consumes less energy than any publicly available model to date.
    Starting Price: Free
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    GPT‑5.3‑Codex‑Spark
    GPT-5.3-Codex-Spark is an ultra-fast coding model designed for real-time collaboration inside Codex. Built as a smaller version of GPT-5.3-Codex, it delivers over 1000 tokens per second when served on low-latency Cerebras hardware. The model is optimized for interactive coding tasks, enabling developers to make targeted edits and see results almost instantly. With a 128k context window, Codex-Spark supports substantial project context while maintaining speed. It focuses on lightweight, precise edits and does not automatically run tests unless prompted. Infrastructure upgrades such as persistent WebSocket connections significantly reduce latency across the full request-response pipeline. Released as a research preview for ChatGPT Pro users, Codex-Spark marks the first milestone in OpenAI’s partnership with Cerebras.
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    Green AI Cloud

    Green AI Cloud

    Green AI Cloud

    Green AI Cloud is the fastest and most sustainable supercompute AI cloud service, offering the latest AI accelerators from NVIDIA, Intel, and Cerebras Systems. We strive to match your specific AI compute needs with the optimal compute solution. Thanks to renewable energy sources and ingenious technology that takes advantage of the heat generated, we are excited to offer you a CO₂-negative AI cloud service. We offer the lowest rates on the market, with no transfer costs and no extra hidden fees, providing fully transparent and predictable monthly pricing. Our AI accelerator hardware includes NVIDIA B200 (192GB), H200 (141GB), H100 (80GB), and A100 (80GB), interconnected with 3,200 Gbps InfiniBand for minimal latency and high security. Green AI Cloud integrates technology and sustainability into a unified ecosystem, saving approximately 8–10 tons of CO₂ emissions for every AI model processed in our cloud service.
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    Stable LM

    Stable LM

    Stability AI

    Stable LM: Stability AI Language Models. The release of Stable LM builds on our experience in open-sourcing earlier language models with EleutherAI, a nonprofit research hub. These language models include GPT-J, GPT-NeoX, and the Pythia suite, which were trained on The Pile open-source dataset. Many recent open-source language models continue to build on these efforts, including Cerebras-GPT and Dolly-2. Stable LM is trained on a new experimental dataset built on The Pile, but three times larger with 1.5 trillion tokens of content. We will release details on the dataset in due course. The richness of this dataset gives Stable LM surprisingly high performance in conversational and coding tasks, despite its small size of 3 to 7 billion parameters (by comparison, GPT-3 has 175 billion parameters). Stable LM 3B is a compact language model designed to operate on portable digital devices like handhelds and laptops, and we’re excited about its capabilities and portability.
    Starting Price: Free
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    Arete

    Arete

    Rejig Digital

    Arete is a state-of-the-art Industrial IoT (IIoT) platform designed to accelerate digital transformation across manufacturing, power, utilities, and heavy industries. This solution combines AI, integrated sensors, and cloud computing to enhance industrial operations by providing real-time monitoring, predictive maintenance, and data-driven decision-making. Arete streamlines the entire manufacturing lifecycle, ensuring optimal asset utilization, quality control, and process automation, ultimately reducing downtime and boosting productivity.
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    Siemens Insights Hub
    Insights Hub drives smart manufacturing through the industrial Internet of Things (IIoT). Gain actionable insights with asset and operational data and improve your processes. Deliver business value with industrial IoT data by implementing reliable asset monitoring, enhancing manufacturing performance and efficiency enabling quality prediction, and much more. Make improved operational and business decisions with data-driven insights. Connect your assets to the cloud, collect and explore your data, and strategically develop your IoT capabilities. Unlock a world of previously unattainable insights: use intelligent analytic tools to better understand and improve processes. Transform your business, processes, and products at scale. Create a competitive advantage, reduce costs, and improve quality across the entire product lifecycle and supply chain. Transforming the world of smart manufacturing and operations and setting new standards of productivity and sustainability.
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    Nanoprecise

    Nanoprecise

    Nanoprecise

    Nanoprecise has an AI+IoT solution that combines patent-pending physics and data analytics to diagnose issues with industrial machines to predict "Remaining time to failure" affordably ($100/machine) and has all the certifications. This end-to-end solution can be deployed cost-effectively and can be utilized on any machine in the world in any industry. Nanoprecise solutions strive to create 360 degree integrated systems that can predict the remaining useful life of any asset & empower users with right data across several industries. We implement cutting-edge technology to bring to our clients accurate prognostic and diagnostic solutions that can predict the remaining useful life of any asset with up to 99% accuracy. Spend your time actually doing maintenance while still increasing your visibility of potential issues that may cause unplanned downtime.
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    Sterison Industrial IoT (IIoT)
    The next digitalization era is here. Sterison Industrial IoT (IIoT) involves collecting and analyzing sensor-generated data to support equipment monitoring and maintenance, production process analytics and control, and more… -Industrial smart, connected products -Equipment utilization monitoring -Real-time industrial asset tracking and management -Connected supply chain management -Predictive maintenance -Production quality control -Defects Analysis System -Inventory management -Employee monitoring We guarantee a smooth transition towards Industry 4.0, by ensuring the step-by-step transformation of every segment of the supply and production chain. Sterison can develop a cost-effective IIoT software from scratch, using Microsoft Azure or AWS cloud services or open-source IoT platforms enabling sensor data collection and analytics, IIoT device connectivity, control and management.
    Starting Price: $5/Month/Signal
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    Automation Intellect

    Automation Intellect

    Automation Intellect

    Automation Intellect’s IIOT platform helps manufacturers increase revenue-generating throughput and decrease operational costs. Built by manufacturing experts who know firsthand the challenges facing the industry, Automation Intellect gives manufacturers the data they need to improve productivity, reduce unplanned downtime, and increase profitability. Connect your industrial devices to our application through EWON devices and the Talk2M network. Configure each of your industrial machines in the AI application through a drag-and-drop process. Turn it on and watch your performance. Make changes and monitor your progress, drive performance. Automation Intellect is a machine monitoring platform for manufacturers leveraging best-in-class IIOT, cloud, and analytic capabilities. Our solution provides instant, enterprise-wide visibility (including real-time screens) into asset performance that helps drive immediate improvements in output, downtime, and quality.
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    HPE Industrial IoT

    HPE Industrial IoT

    Hewlett Packard Enterprise

    Industrial IoT (IIoT) devices acquire and analyze data from connected assets, locations, and people to act upon insights at the industrial edge. Get hold of your data—then use it wisely. Bring computing to your data streams to shorten decision times and eliminate the expense and risk of sending data to the cloud. Find relationships in your data to determine cause and effect, and improve efficiency and predictability. You can make the most of your data with Industrial Internet of Things (IIoT) solutions from HPE. Use your data to manufacture more quickly, predict failures, reduce unexpected downtime, and increase automation. Converge OT and IT data in ruggedized systems with data center-like capabilities at the edge. Build a network to connect, protect, and use data. Is your IoT infrastructure ready to deliver measurable ROI? Learn how to overcome technical and management challenges that may arise during IoT projects.
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    NetvirE

    NetvirE

    ThinkPalm Technologies Pvt. Ltd.

    NetvirE is an advanced cloud-native low-code IIoT platform offering remote asset monitoring and management, predictive maintenance, real-time monitoring, and more. Moreover, it enables businesses to understand the health and performance of their assets, make data-driven decisions, and optimize operations for maximum efficiency. With its comprehensive suite of features, NetvirE has been instrumental in revolutionizing asset management and predictive maintenance across various industries.
    Starting Price: $250
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    Bright Wolf Industrial IoT Platform
    The best industrial IoT platform for your business is your own IIoT platform. Build your IIoT solution better with edge to cloud integrated services and platforms from Microsoft and Amazon, adaptable enterprise data components, and production application source code. There’s no need to start from scratch to build your industrial IoT platform. Create more value and increase efficiency for your business with pre-integrated, IT-friendly digital solution IIoT components for AWS, Microsoft Azure, and other cloud platforms – with tools for rapid device connectivity and AI-driven edge analytics. Go further with our customizable smart product engine for solving common internet of things challenges, including templates and source code for UI dashboards, user management, asset lifecycle, predictive maintenance, geofences, and alerts – for rapid IIoT data integration with digital enterprise systems, technologies, devices and workflows.
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    FactoryTalk Edge Gateway

    FactoryTalk Edge Gateway

    Rockwell Automation

    Industrial data is generated in such volumes and high speeds that it’s difficult to capture accurately. Even if you could, its use is likely limited by lack of both context and consumability. With operational data locked in disparate devices or siloed in systems of record, data scientists expend significant effort on data preparation and are hard-pressed to extract actionable industrial performance insights. FactoryTalk® Edge Gateway™ software addresses these challenges, unlocking actionable plant and enterprise-level insights to accelerate IIoT digital transformation. It simplifies and automates the collection, contextualization, and organization of industrial equipment data across machines, devices and automation assets at the source itself—enabling high data integrity from the outset. It provides the right foundation to drive edge-to-cloud IT/OT convergence at the enterprise level so that everyone from the shop floor to the top floor can make smarter decisions.
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    ThingWorx
    The industrial Internet of Things (IIoT) connects your people, products, and processes to power digital transformation. Using industrial IoT platforms, companies connect, monitor, analyze, and act on data in new ways. You can start fast with digital transformation, using IoT for strategic pilots, while easily scaling solutions to reshape your organization. Leaders depend on the industrial IoT from how they design, manufacture, and service products, to how they create value and engage with customers. The best way to accelerate digital transformation is by using a proven industrial IoT platform that’s purpose-built for you. Scale to new markets, improve throughput, and unlock new business models such as products as a service. Get to market faster with rapid application development. Use industrial Internet of Things platforms to wrap and extend legacy assets for new functionality.
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    Powerfleet

    Powerfleet

    Powerfleet

    Powerfleet is an AIoT-powered fleet intelligence platform that unifies real-time data from vehicles, assets, and IoT devices into a single dashboard, giving organizations full visibility into on-road, in-warehouse, and off-road operations. Its “Unity” platform ingests data from any telematics device, camera, sensor, or third-party system and harmonizes it into actionable insights, thus eliminating data silos and “blind spots.” Features include vehicle and asset tracking, driver behavior monitoring (harsh braking, speeding, fatigue, etc.), route optimization, cargo-condition sensing (temperature, humidity, vibration), maintenance and diagnostics monitoring, compliance and regulatory reporting, and AI-powered video telematics for safety and incident prevention. For on-site operations (like warehouses, forklifts, construction, or heavy-equipment use), Powerfleet offers IoT-based safety and performance tools.
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    IoTSense

    IoTSense

    Winjit

    IoTSense is an award-winning full-stack IoT platform built using open standards and is one of the most versatile, scalable IoT platforms available. At IoTSense we also offer technology-driven process for Industrial Internet of Things (IIoT). When IoT is used in an industrial or manufacturing process, it is automatically termed as IIoT. IIoT otherwise known as Industry 4.0 or Industrial Internet integrates big data technologies, machine learning, sensor data, machine-to-machine (M2M) communication to architect intelligent commercial-ready industrial equipment and facilities. Our Industrial IoT platform will allow you to connect and process IoT data securely at a larger scale. Industrial IoT (IIoT) is a network of devices which are connected through communications technologies. These devices analyze data, collect and exchange information to provide complete operational visibility to make rapid operational decisions that can enhance your business.
    Starting Price: $20000 as a one-time payment
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    AOMS

    AOMS

    AOMS

    Empowering industries with performance insights from assets and processes. AOMS end-to-end IoT sensing solutions combine the most cutting edge hardware, software, and connectivity technologies to expand the bounds of innovation among industries. Our solutions are designed to collect data from assets and processes and generate insights for critical decision making. Built for the construction industry, LumiCon provides insights pertaining to concrete curing, job site conditions, and asset and material management. Designed for harsh environments, LumiRem monitors subsurface conditions including temperature and groundwater level in real-time. LumiAPM monitors asset health and performance and provides insights for preventive maintenance in the most demanding industrial applications. Based on Internet of Things technology, AOMS solutions are a nexus of sensors, cloud, and analytics software designed to tackle industries’ most challenging monitoring needs.
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    ASSET-Rx

    ASSET-Rx

    Cratus Technology

    The IoT Technology Company. Use the data from the physical world. Minimize risk and achieve excellence in operations. Manufacturing Execution System. Take visibility to the next level in discrete or process manufacturing with a cloud-native, on-premise deployable Industry4.0 solution that comes with IIoT components. WorkFlow Studio(TM) enables you to create workflows and processes without a single line of code. Use Facility Studio to create the processes and workflows visually in a no-code environment and monitor assets, inventory, team, and their interactions. Compare the execution of the processes and workflows to plan, quantify deviations. Connect shop floor to top floor through easy to understand KPIs, autonomously. ASSET-Rx enables the design, planning, and real-time monitoring of operations for efficiency. It autonomously acquires the critical data from your worldwide operations and provides you operational information.
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    Telit deviceWISE
    When it comes to building and managing your IIoT solution, you need a platform that helps all of your devices and applications “talk” to one another easily. That’s where our IIoT platform Telit deviceWISE® for Factory comes in. With Telit deviceWISE for Factory, you don’t need custom code to quickly connect to your enterprise and IoT applications, including those on Amazon, SAP and IBM Watson. Our IIoT platform simplifies quickly connecting the factory to enterprise and the value chain so that you can get the data you need to improve productivity and drive profit. You have better things to do with your time than create custom code to address all your IIoT connectivity challenges. With our platform, you plug in deviceWISE, allow it to automatically connect your devices and applications, and start quickly configuring with drag-and-drop logic. Use deviceWISE to seamlessly integrate around your existing system architecture or build a new system as you see fit.
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    AVEVA Food and Beverage, CPG
    Smart manufacturing is empowering food and beverage manufacturers to transform their businesses and achieve significant value by leveraging the Industrial Internet of Things (IIoT), cloud, and analytics solutions. As a recognized leader in smart manufacturing, AVEVA works with 23 of the top 25 food and beverage manufacturers to enable improvements across the asset and operations lifecycle, maximize return on capital investments, and increase profitability. AVEVA offers a market-leading industrial software platform with solutions that remove information silos to improve efficiency, increase profitability, and maximize return on capital across the value chain. Learn how industry leaders are transforming their business with the most comprehensive portfolio for manufacturing operations. AVEVA delivers a unified operations management solution across the end-to-end value chain from feedstock supply trading to distribution.
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    AVEVA System Platform
    AVEVA System Platform with Operations Management Interface (OMI) is the world’s only responsive, scalable solution for supervisory, Enterprise SCADA, MES, and IIoT applications that contextualizes operations processes across the organization. System Platform provides a collaborative, standards-based foundation that unifies people, processes, and assets across all facilities for continuous operational improvement and real-time decision support. With AVEVA System Platform you can securely visualize enterprise-wide operations using an asset model to apply context to real-time processes, alarms, events, and archived historical data – creating a single, common information stream that makes system design and maintenance more efficient, flexible, and provides operators with greater situational awareness for improved effectiveness.
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    Predix Platform
    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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    Sharecat

    Sharecat

    Sharecat

    Sharecat is the provider of a ground breaking cloud-based SaaS platform for information management & exchange in heavy and complex industries. Since 1993 we have been a pioneer in digitalization for complex and heavy industries worldwide (energy, chemical, shipping, renewables and more). Our software and expert team transform asset information into a valuable resource, giving control, unlocking insight, and producing serious gains in efficiency. Our platform is the impartial and independent digital catalyst to achieve sustainable and effective information management, improved supply chain engagement, and de-bottlenecked work practices for all organizations involved in facilities, assets, and projects in heavy and complex industries.
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    shopfloor.io
    shopfloor.io is an Industrial IoT application for cloud or on-premises operation with which you can connect your systems, products and employees and visualize all relevant data in well-structured cockpits. Tapping into the IoT potential of your machinery creates added value for the manufacturer, the operator and the end-users of the equipment. shopfloor.io creates a digital representation of all assets and staff within the production hierarchy and provides insight into all relevant data, processes and events. The centralized task management for users and operators allows you to track overdue, open and completed tasks on machine, employee and team level. Each entity has its timeline to display all relevant human and machine activities along with posts, comments and likes. In this social network of man and machines, processes become easier to understand and to optimize. shopfloor.io offers you a single source of truth for your product range or individual items.
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    Predix Essentials
    Monitoring and event management is the first step in harnessing the power of an edge-to-cloud IIoT solution. With Predix Essentials, you can centralize data, apply analytics, then visualize and act on the insights. It allows you to connect assets and IT/OT data, monitor conditions, analyze alerts, and manage incidents through resolution without any software development required. By leveraging Predix Essentials, you can reduce downtime and lower maintenance costs—and that’s just the beginning. Essentials is based on the Predix Platform – a secure, scalable edge-to-cloud operating environment with expansive and powerful features. Essentials uses these capabilities to enable distributed processing and advanced analytics, custom applications.
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    ioTORQ LEAN
    ioTORQ Lean Manufacturing OEE software enables cost-effective, automatic monitoring of production assets to identify, quantify and prioritize continuous improvement opportunities and determine critical manufacturing metrics in real time, including Overall Equipment Effectiveness (OEE). Unlock the power of Big Data with flexible IIoT gateways, low cost sensors and our cloud based, real time production visualization and management solution. Understand and improve asset performance in real time. Alerting features allow for rapid intervention for unplanned events to minimize losses and maximize productivity. Reveal key manufacturing metrics, including Overall Equipment Effectiveness (OEE). Perform multi-facility benchmarking and compare asset performance to identify best practices.
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    relayr

    relayr

    relayr

    Relayr is the Industrial Internet of Things (IIoT) powerhouse delivering the most complete solution for risk-free digital transformations. We unleash data insights from existing equipment, machines, and production lines to improve our customers’ business outcomes. We enable industrial companies to shift from CAPEX to OPEX-based offerings to their respective markets, providing a unique combination of first-class IIoT technology and its delivery with powerful financial and insurance offerings - all from a single source trusted by hundreds of companies worldwide. With us, manufacturers, operators, and service companies for industrial equipment are empowered to implement fully interoperable IIoT solutions guaranteed to achieve their target business outcomes.
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    MicroAI Atom
    MicroAI Atom brings big infrastructure intelligence down into a single piece of equipment or device. MicroAI Atom is deployed directly onto your smart devices and sensors. It operates within the small environment of the device itself, providing a more efficient method for performing asset analytics and generating real-time alerts. Atom generates real-time insights optimizing asset performance while simultaneously enhancing security oversight. Features that ensures optimized asset health scores, uptime, and productivity. Compact enough to live on any microcontroller unit while still performing optimal data ingestion and AI computing. Security enablement to ward off would-be hackers and other cryptic technological attacks against prized assets and asset data. Protect your critical assets from cyber-attack via continuous monitoring of all asset data and associated workflows, AI-driven approach to asset security.
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    Fuuz

    Fuuz

    Fuuz

    Fuuz is an industrial-operations platform that unifies manufacturing execution, warehouse management, asset monitoring, and data intelligence into one enterprise-grade system, designed to bridge the divide between OT and IT while enabling scale, agility, and rapid deployment. It enables users to connect, collect, store, analyze, and visualize real-time data across machines, sensors, edge devices, and legacy systems, normalizing and contextualizing industrial data for live use. With built-in support for secure edge-to-cloud connectivity, drag-and-drop low-code application design, and adaptive AI-driven workflows, including pre-built accelerators and templates, the platform aims to reduce implementation friction and accelerate time to value. Fuuz offers native integration with ERPs, automation systems, cloud platforms, and AI tools, supporting full-stack visibility from plant floor to enterprise.
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    FactoryTalk Linx

    FactoryTalk Linx

    Rockwell Automation

    All those ones and zeros traveling through industrial networks from one automation asset to another is what brings your industrial operations to life. Securely transporting that data and successfully reconstructing it at its intended destination is what keeps your operations humming. And industrial communication is at the heart of it all. Without it, monitoring, managing, controlling, and securing your operations would be an impossibility. FactoryTalk® Linx provides an indispensable foundation for all things that speak FactoryTalk (and even those third-party devices that are integral partners in your industrial ecosystem). FactoryTalk Linx delivers a solution from small applications running on a single computer with a single controller to large distributed and even redundant data server configurations communicating with large automation systems. FactoryTalk Linx Gateway allows you to coexist and communicate with devices that natively speak FactoryTalk as well as those that don’t.
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    InfiConnector

    InfiConnector

    Infilock Inc.

    A middleware that is installed on a range of gateways and connects equipment to InfiIoT and popular Internet of Things(IoT) or Industrial Internet of Things (IIoT) clouds. It securely connects various devices (e.g., PV panels, battery energy storage, HVACs, EV stations, compressors, and boilers) through industrial protocols (Modbus, OPC UA, BACnet) and cellular networks (LTE and 5G). InfiConnector is configurable from cloud services to collect data from devices and sensors and prepare data for data analysis and Artificial Intelligence (AI) cloud applications. InfiConnector provides a code-less edge computing and rule engine interface that configures any machine to machine, diagnostic, alerting, and log management services in a few minutes. The light middleware requires 512MB RAM, 1 core CPU, and 16GB disk. It is compatible with Ubuntu 20.04 and upper.
    Starting Price: $10/month/license
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    Cisco Edge Intelligence
    Your data should drive your business to new levels. Cisco Edge Intelligence orchestration software simplifies getting your data to the right applications at the right time. Understand and control who has access to your data and where it goes. Get intelligent insights from connected assets to improve the competitiveness of your organization. Experience a network-integrated approach with centralized management across the network, applications, and data. Experience seamless integration with multiple cloud partners. Direct data to local or multi-cloud environments or both. Built on Cisco’s industry-leading multi-layered security. Create, test, and deploy code using popular developer-friendly tools. Automatically ingest data from any edge sensor using built-in industry-standard connectors residing on Cisco Network equipment.
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    inVIEW IIoT Platform
    The inVIEW IIoT Platform from INDAS is a Cloud solution for remote supervisory, control and data acquisition projects. It is utilized for visualization and control of any kind of real-world automated processes or applications using web-browsers and for the gathering of data from the automation equipment or IoT devices. The inVIEW IIoT Platform can be used in industrial, residential, infrastructure or even home automation projects. The inVIEW IIoT Platform is a service of using cloud-hosted inVIEW WebSCADA software for all kind of your remote supervisory, remote control and/or data acquisition projects. Create your projects and run your business on an industrial-grade reliable cloud solution with all costs known upfront. When using inVIEW IIoT Platform, for visualization of your data and for designing and editing of your project, you will need only web-browser on any kind of device. No additional software, add-ons or plug-ins of any kind are needed.
    Starting Price: $3 per month
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    SynCross

    SynCross

    SynCross

    Syncross is an innovative Industrial Internet of Things (IIoT) ecosystem designed to revolutionize industrial operations by leveraging the power of IoT. Developed by SincoS's R&D team, Syncross offers a comprehensive platform for businesses aiming to optimize processes, enhance efficiency, and gain valuable operational insights. The platform provides real-time monitoring of machine performance, predictive maintenance to reduce downtime, and advanced analytics for informed decision-making. Key features include real-time data collection, automation of tasks, and seamless integration with major ERP systems. Syncross also offers specialized solutions such as Utility Management System (UMS), Energy Management System (EMS), Overall Equipment Effectiveness (OEE), and Production Monitoring System (PMS), each tailored to address specific industrial needs. By connecting people, systems, and machines, Syncross aims to digitize business processes, boost efficiency, and drive industrial innovation.
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    Thinaer

    Thinaer

    Thinaer

    Thinaer's solution integrates machine-generated data, employee feedback, and AI-powered analytics to provide you with unprecedented operational data and actionable insight. Thinaer's Industrial Internet of Things platform uses Bluetooth Low Energy (BLE) technology and an API-centric user interface to capture operations data. The platform tracks location, vibration, temperature, humidity, current draw, proximity, and more. Thinaer's patented feedback app embeds real-time feedback in your business processes. Use this application to gather input and insights from employees, clients, and other important stakeholders. Our analytics integrates this employee input with IIoT data to help our clients understand what's hapening, why it's happening, and what to do about it. Thinaer's in-platform analytics dashboard provides immediate insight into operations. Our analytics utilize machine learning and artificial intelligence designed to help clients improve efficiency and save costs.
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    Litmus Edge
    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 management
    Starting Price: 15000/5k data points/site
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    TruePILOT

    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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    Bridgera Monitoring
    The industrial Internet of Things (IIoT) calls for robust, tailored IIoT solutions like Bridgera Monitoring. Built on Bridgera’s powerful IoT platform, Bridgera Monitoring enables organizations of all sizes to leverage the Internet of Things in manufacturing and industry with incredible ease as well as high scalability. Unlike generic industrial IoT solutions, Bridgera Monitoring can be customized to meet the challenges of individual deployments and specific use cases across all sectors. IoT is an essential technology tool in modern manufacturing and industry. Bridgera Monitoring is a user-friendly, highly customizable industrial IoT application that companies can use to monitor their devices in real time and make data-driven decisions. Monitor equipment in real time using custom dashboards that provide insight into performance and data trends. Control access by role, organization or company with unlimited branching and white-label branding at any level.
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    SeeMyMachines
    Deploy this industrial IoT platform at your shop floor, hospital, or any similar setting. Stay on top of asset tracking and maintenance management. Prevent unplanned disruptions in production with machine condition monitoring. Compare real-time and historical data to assess wear and tear and proactively address maintenance issues. Locate medical equipment; track movement of staff and patients. As a real-time location system, SeeMyMachines helps track movable resources improving operational efficiency in large hospitals. Remotely monitor turbines and solar panels across multiple energy farms. Paperless inspections and remote asset monitoring can help optimize maintenance and increase power plant efficiency. Locate anything, anyone in busy airports with a connected network of equipment, tools, and staff. Track assets, monitor temperature, locate staff, and more on a single platform.
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    Azure Industrial IoT

    Azure Industrial IoT

    Microsoft Azure

    Find or build IoT solutions to unite new or legacy machines and connect suppliers, customers, and a distributed workforce within a global ecosystem. Azure Industrial IoT is built around the principle that new solutions and data must interoperate through industry standards and prevent vendor lock-in. Achieve results at scale through faster discovery of assets, best-in-class global support, and years of security expertise built from the chip to the cloud. Remain in control of your solution, connect brownfield equipment, and prepare for the introduction of new assets or future technology. Build industrial IoT solutions that are compatible with industrial devices and systems through OPC UA standards. Contextualize data with powerful visualizations through Azure managed platform services, open-source software, and open industrial data models on the edge and in the cloud.
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    Kepware+
    PTC accelerates SaaS for manufacturing with the introduction of Kepware+. Centralize remote configuration to improve visibility and drive operational efficiency for IT/OT data. Software as a Service (SaaS) for industrial automation presents an enormous opportunity to manage industrial assets at scale to save time and cost while optimizing productivity. For connected enterprises, a single interface across the industrial automation landscape means that individual devices can be managed remotely and securely. Kepware+ is the management tool that offers a single, simple, modern configuration experience. Configuration for process control and device connectivity can be painstaking; Kepware+ streamlines managing industrial connectivity at-scale. Unlike other web clients and connectivity solutions, Kepware+ is built alongside industry-leading Kepware server, providing easy access to remotely configure and manage connected equipment across the enterprise.
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    Oracle IoT Intelligent Applications Cloud
    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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    FactoryTalk Edge Manager

    FactoryTalk Edge Manager

    Rockwell Automation

    Industrial data and processing at the edge is rapidly increasing due to the digitalization of distributed assets on the plant floor. As an Industrial Transformation (IX) leader, you strive to reduce latency for intelligent applications running outside data and process more data at the edge. You also understand that it is critical to have data security, quality and lifecycle management at the edge for local workloads and data governance practices. In short, you want to manage industrial edge devices in a simple, yet scalable and more secure manner. That's why you must lay the groundwork for a long-term edge computing strategy that will maximize edge deployment success; empower OT personnel to manage all devices from anywhere; and manage the deployment of apps on those devices efficiently—while improving your security posture.
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    ABB Ability

    ABB Ability

    ABB Ability

    Insight. It’s the power to see and understand how something works in a new way, to unravel complexity and take action. It comes from visibility, intelligence and experience. It’s what makes transformation possible. ABB Ability™ solutions combine ABB’s deep domain expertise with connectivity and software innovation to empower real-time, data-driven decisions for safer, smarter operations that maximize resource efficiency and contribute to a low-carbon future. Our large portfolio of digital solutions helps organizations automate, optimize and future-proof their business to achieve new heights of performance and drive sustainable progress. Tap the power of the latest IoT mobile technology to interact with drives in industrial environments. Improve operations, optimize asset management and streamline processes for faster decision-making and greater productivity. This quarter’s edition of ABB Review, the world’s longest-running corporate technical journal, is dedicated to all things ABB.
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    CloudRail

    CloudRail

    CloudRail

    CloudRail is a fully managed solution to acquire data from industrial environments, preprocess it locally and send it to any cloud, Plug&Play. CloudRail works for greenfield as well as brownfield applications. It uses industry standards like OPC-UA to connect modern equipment, while old machines are retrofitted with secondary sensors. A database of over 12.000 sensor definitions in combination with automated data normalization and device provisioning reduces the setup time for connecting a machine to the cloud from weeks to just hours. Besides faster time to value for IIoT projects, CloudRail provides a cloud-based device management solution that allows enterprise customers to securely roll out, manage, and update thousands of globally distributed edge devices. Seamlessly scale from a first PoC to large IIoT ecosystems using a sophisticated roll-out process.
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    SCW.AI

    SCW.AI

    SCW.AI

    SCW.AI serves manufacturing companies of all sizes with a specific focus on regulated industries (pharma, food & beverage) with a platform to bring speed, simplicity, and scalability to digital transformation programs. Collect shop-floor data with IoT devices, schedule & track work-order progress, manage labor workforce, digitize forms & comply with GMP regulations. Simply maximize your factory visibility and throughput while minimizing costs. Improve line efficiency via live performance tracking and advanced analytics. Increase productivity via live labor hours & utilization tracking. Digitize room logs to save time while complying with GMP. Automatically collect shop-floor data via advanced IoT technology. Digitally track your shop-floor assets in real time. Design your own forms to digitally collect shop-floor data. As a cloud-native modern technology platform, SCW.AI solves the most common production challenges to improve manufacturing visibility & performance.
    Starting Price: $100 per month