Alternatives to SOMA
Compare SOMA alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to SOMA in 2026. Compare features, ratings, user reviews, pricing, and more from SOMA competitors and alternatives in order to make an informed decision for your business.
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1
MachineMetrics
MachineMetrics
MachineMetrics is transforming MES for modern manufacturers. As the leading real-time production intelligence platform, MachineMetrics delivers AI-powered machine monitoring and ERP-integrated MES capabilities purpose-built for discrete manufacturing. Legacy MES systems are slow, rigid, and complex—MachineMetrics accelerates time to value with a modular, no-code platform that connects any machine, regardless of make or model. Core MES features—work order management, intelligent scheduling, OEE analytics, and downtime tracking—are powered by real-time machine data. Frontline operators benefit from ShopPulse, an intuitive tablet interface for job tracking, alerts, and labor entry. Executives gain visibility through dashboards, custom reports, and automated workflows. Seamlessly integrating with ERP systems, MachineMetrics synchronizes labor, job, and schedule data bi-directionally. The result: a fully aligned, agile production environment—without the burden of traditional MES -
2
Immuta
Immuta
Immuta is the market leader in secure Data Access, providing data teams one universal platform to control access to analytical data sets in the cloud. Only Immuta can automate access to data by discovering, securing, and monitoring data. Data-driven organizations around the world trust Immuta to speed time to data, safely share more data with more users, and mitigate the risk of data leaks and breaches. Founded in 2015, Immuta is headquartered in Boston, MA. Immuta is the fastest way for algorithm-driven enterprises to accelerate the development and control of machine learning and advanced analytics. The company's hyperscale data management platform provides data scientists with rapid, personalized data access to dramatically improve the creation, deployment and auditability of machine learning and AI. -
3
SOMA Records
SOMA Global
SOMA Records stands as a best-in-class, configurable records management application. Our records application is built on data integrity with a workflow engine that helps engage and ease the burden of agency-wide records management. Given the consistent demands of a 911 dispatch center continually growing, SOMA has built a highly visual, automation-capable, communication-centric application with the dispatcher’s workload in mind. As a result, dispatch optimizes analytical data-driven dispatch suggestions and decreases time to dispatch while lowering the cognitive load of a dispatcher, bringing about a healthier workforce. We make sense of the data you capture in real-time by applying the use of a built-in analytics engine. We couple integrated GIS maps and data for visual understanding of criminal activity within your jurisdiction. Your command staff is able to manage and deploy the needed assets and resources to effectively implement “smart policing”.Starting Price: Free -
4
SOMA Global Platform
SOMA Global
The SOMA Global Platform is an industry-leading, cloud-native platform built for public safety. Our enterprise ecosystem includes four cloud-based suites: critical response, incident management, courts and corrections, and administrative to meet the needs of our public safety partners. Our integrated suites are designed to adapt to your agency’s unique needs, workflows, and designs to enable coordinated response and data-sharing across personnel, agencies, and various disciplines. Quick and easy access to critical information and workflows allows public safety professionals to work more efficiently and operate more safely. The end-to-end SOMA Global Platform combines four suites, critical response, incident management, courts and corrections, and administrative which serve to unify, automate, and future-proof your communications, operations, and interoperability needs. A suite of applications and tools for first responders to help deploy the most effective resources.Starting Price: Free -
5
SOMA.finance
SOMA.finance
SOMA.finance is a globally compliant multi-asset DEX & token issuance platform capable of trading and listing crypto assets, tokenized equities, ETFs, STOs, NFTs, etc. Trade across all asset classes in a P2P and decentralized fashion, without having a centralized order book or there being room for market manipulation. SOMA.finance will initially launch with 20-30 tokenized equities, ETFs, crypto assets, and STOs with more products to be added. Following the proper KYC/AML guidelines, institutions and retailers alike will be able to access yield farming and liquidity provider incentives. Licensed & available for global retail and sophisticated investors (currently the only US-licensed entity to support this). Institutional prime brokerage services in the digital securities and crypto-assets space. Fully compliant issuance platform and launchpad for the issuance of tokenized securities (STOs) following global KYC and AML requirements under US Reg CF/D/A+/S filings. -
6
FS.net
Symbrium
A robust reporting and analytics software suite that displays custom reports of your factory’s SPC quality and OEE/production data to get “the big picture” of your enterprise at any time, from anywhere. Connect your whole enterprise and run custom reports from one machine, one plant or the whole company! View any aspect of your plant, past or present, using a variety of filters. Manage workstations, control processes, configure machines, calibrate sensors and more from your computer or phone anywhere in the world. Set routing and quality events at each step of your process to be sure a part or unit is ready before it moves to the next stage. Send custom alerts from any plant or machine right to your cell phone or inbox for viewing wherever you are. Get a live view of quality and performance insights to make sure you’re on track for success. Error and mistake proofing, view the entire history and progress of a single part in your operation. -
7
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. -
8
IoTFlows
IoTFlows
SenseAi uses artificial intelligence to monitor and analyze the performance of a machine based on its vibration and acoustics data. This allows manufacturers to identify issues or inefficiencies in the production process and make data-driven decisions to improve performance. Unlock the full potential of your manufacturing operations with SenseAi's plug-and-play, AI-powered monitoring solution. SenseAi is designed to easily stick to your machines with its magnetic design, allowing you to monitor and analyze their performance with minimal disruption to your operations. Vibration, acoustics, and LIDAR sensors provide comprehensive machine performance analysis. Real-time monitoring and data analysis with 4G cellular connectivity. Real-time notifications of machine downtime. Monitor multiple facilities or production lines. Improve your manufacturing operations with real-time machine utilization monitoring.Starting Price: $4,812 per year -
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DataChat
DataChat
Conversational Intelligence is a unique way for the human user to collaborate with a machine. Humans bring to the table their intuition, and the machine comes with its ability to self-drive through data uncovering interesting patterns. Thus, humans and machines play to their strengths and collaborate to discover hidden gems in data. Using the unique Conversational Intelligence technology pioneered by DataChat, now you can carry out a broad range of data analytics functions, including exploratory data analysis, predictive analytics, structured querying, free search querying, visualization and data wrangling in a single platform. And you can do this by simply conversing with the platform in controlled natural language. Do more with less, and faster. Get richer and faster insights from data even with small teams, and move your business at the speed of data. Improve your competitive advantage. DataChat AI is a conversational, natural language, data analytics platform -
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TALPA
TALPA Solutions
The Industrial AI platform with a data science-first approach. Our applications are built on top of our industrial AI and IoT platform. We put powerful AI and machine learning algorithms to work using our pre-trained data science models and industry-specific content to turn mountains of data into actionable insights. Talpacortex is a reliable positioning and data processing device for industrial applications with multiple options. It can be easily installed and connected to various types of vehicles and industrial systems. Talpacortex is equipped with a GNSS module expandable to RTK if a fixed base is available. 3G/4G or WLAN connections are used for data transfer. Machine-to-machine (M2M) functionality is available on demand. An integrated processing unit allows uncomplicated web-based management over the service interface. Multiple CAN bus interfaces make machine integration including embedded sensors and retrofit quick and easy. -
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Clementine
Clementine
Clementine is a modern music player and library organizer. Clementine is a multiplatform music player. It is inspired by Amarok 1.4, focusing on a fast and easy-to-use interface for searching and playing your music. Search and play your local music library. Listen to internet radio from Spotify, Grooveshark, SomaFM, Magnatune, Jamendo, SKY.fm, Digitally Imported, JAZZRADIO.com, Soundcloud, Icecast, and Subsonic servers. Search and play songs you've uploaded to Box, Dropbox, Google Drive, and OneDrive. Create smart playlists and dynamic playlists. Tabbed playlists, import and export M3U, XSPF, PLS, and ASX. CUE sheet support, play audio CDs, visualizations from projectM. Lyrics and artist biographies and photos. Transcode music into MP3, Ogg Vorbis, Ogg Speex, FLAC, or AAC. Edit tags on MP3 and OGG files, and organize your music. Fetch missing tags from MusicBrainz. Discover and download podcasts. Download missing album cover art from Last.fm and Amazon.Starting Price: Free -
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Peakboard
Peakboard
With its low-code platform for creating industrial applications, Peakboard GmbH assists production and logistics companies in monitoring their internal processes and managing their own systems interactively. The solution can gather process data from all common data sources, including SAP, machine controls, material flow controls, and Excel. It can then evaluate and display this data on screens in real-time. This approach enables easy identification of sources of errors, thereby increasing productivity. Customers have the autonomy to decide which key figures they would like to be displayed on the dashboard. Furthermore, information can be relayed to over 90 connected IT interfaces using touchscreens. This establishes an intuitive user interface that employees in production and the warehouse can utilize to interact with the complex IT landscape. As a result, controlling production machinery becomes as simple as using a smartphone.Starting Price: 708 € (annually/license) -
13
Alibaba Cloud Machine Learning Platform for AI
Alibaba Cloud
An end-to-end platform that provides various machine learning algorithms to meet your data mining and analysis requirements. Machine Learning Platform for AI provides end-to-end machine learning services, including data processing, feature engineering, model training, model prediction, and model evaluation. Machine learning platform for AI combines all of these services to make AI more accessible than ever. Machine Learning Platform for AI provides a visualized web interface allowing you to create experiments by dragging and dropping different components to the canvas. Machine learning modeling is a simple, step-by-step procedure, improving efficiencies and reducing costs when creating an experiment. Machine Learning Platform for AI provides more than one hundred algorithm components, covering such scenarios as regression, classification, clustering, text analysis, finance, and time series.Starting Price: $1.872 per hour -
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IBM Analytics Engine provides an architecture for Hadoop clusters that decouples the compute and storage tiers. Instead of a permanent cluster formed of dual-purpose nodes, the Analytics Engine allows users to store data in an object storage layer such as IBM Cloud Object Storage and spins up clusters of computing notes when needed. Separating compute from storage helps to transform the flexibility, scalability and maintainability of big data analytics platforms. Build on an ODPi compliant stack with pioneering data science tools with the broader Apache Hadoop and Apache Spark ecosystem. Define clusters based on your application's requirements. Choose the appropriate software pack, version, and size of the cluster. Use as long as required and delete as soon as an application finishes jobs. Configure clusters with third-party analytics libraries and packages. Deploy workloads from IBM Cloud services like machine learning.Starting Price: $0.014 per hour
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15
Amazon QuickSight
Amazon
Amazon QuickSight allows everyone in your organization to understand your data by asking questions in natural language, exploring through interactive dashboards, or automatically looking for patterns and outliers powered by machine learning. QuickSight powers millions of dashboard views weekly for customers such as the NFL, Expedia, Volvo, Thomson Reuters, Best Western and Comcast, allowing their end-users to make better data-driven decisions. Ask conversational questions of your data and use Q’s ML-powered engine to receive relevant visualizations without the time-consuming data preparation from authors and admins. Discover hidden insights from your data, perform accurate forecasting and what-if analysis, or add easy-to-understand natural language narratives to dashboards by leveraging AWS' expertise in machine learning. Easily embed interactive visualizations and dashboards, sophisticated dashboard authoring, or natural language query capabilities in your applications. -
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Zegami
Zegami
Deliver explainable imaging AI faster and more accurately with Zegami. Our full-stack service enables researchers, data scientists and medical practitioners to deliver explainable imaging AI with greater efficiency and accuracy. Our team and tools become your data science plug-in, to create, enhance and validate machine learning models in healthcare, life sciences and manufacturing, to drive your business or project forward. -
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RMI Insights
RMI Insights
Upload or connect your historical financial data under one roof to power financial projections and pro forma calculations instantly. Machine Learning-based approach using algorithms to triangulate and refine key forecasting assumptions with users having ability to visually adjust these drivers. Create customized reports and dashboards that synthesize easy-to-understand analyses including operational metrics, financial trends, and other KPIs. RMI Insights is a financial modeling automation platform powered by machine learning and on the cloud that helps accounting firms and small businesses better plan for their financial futures without the need for outdated, error-prone spreadsheets. RMI Insights is a source-agnostic platform where you can upload or connect historical financials in any format (Excel, PDF, CSV etc.) as well as directly from accounting systems. RMI Insights extracts this historical data and structures it in a standardized format. -
18
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 -
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Google Cloud Datalab
Google
An easy-to-use interactive tool for data exploration, analysis, visualization, and machine learning. Cloud Datalab is a powerful interactive tool created to explore, analyze, transform, and visualize data and build machine learning models on Google Cloud Platform. It runs on Compute Engine and connects to multiple cloud services easily so you can focus on your data science tasks. Cloud Datalab is built on Jupyter (formerly IPython), which boasts a thriving ecosystem of modules and a robust knowledge base. Cloud Datalab enables analysis of your data on BigQuery, AI Platform, Compute Engine, and Cloud Storage using Python, SQL, and JavaScript (for BigQuery user-defined functions). Whether you're analyzing megabytes or terabytes, Cloud Datalab has you covered. Query terabytes of data in BigQuery, run local analysis on sampled data, and run training jobs on terabytes of data in AI Platform seamlessly. -
20
Brainspace
Reveal
Brainspace is the most comprehensive and advanced data analytics platform for investigations, eDiscovery, intelligence mining, and compliance. Our patented technology is specifically designed to enable you to accelerate the process of identifying what matters. Harness the power of the industry’s leading Augmented Intelligence solution to quickly surface data insights while reducing an organization’s legal risk. Here’s a brief overview of Brainspace’s key features. Unsupervised Machine Learning at its best. Interactive clustering visualization allows you to quick explore topics of interest regardless of data size. Displays complete networks of communication enabling users to quickly identify persons of interest and explore related people and conversations. Every element on the dashboard is interactive allowing you to greatly narrow the field. -
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Orange
University of Ljubljana
Open source machine learning and data visualization. Build data analysis workflows visually, with a large, diverse toolbox. Perform simple data analysis with clever data visualization. Explore statistical distributions, box plots and scatter plots, or dive deeper with decision trees, hierarchical clustering, heatmaps, MDS and linear projections. Even your multidimensional data can become sensible in 2D, especially with clever attribute ranking and selections. Interactive data exploration for rapid qualitative analysis with clean visualizations. Graphic user interface allows you to focus on exploratory data analysis instead of coding, while clever defaults make fast prototyping of a data analysis workflow extremely easy. Place widgets on the canvas, connect them, load your datasets and harvest the insight! When teaching data mining, we like to illustrate rather than only explain. And Orange is great at that. -
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Access, manipulate, analyze and present information in visual formats using a powerful combination of SAS technologies. With SAS Visual Machine Learning, you can broaden your analytics with machine learning and deep learning capabilities that are accessible across your organization for better visualization and reporting. Visualize and discover relevant relationships in your data. Create and share interactive reports and dashboards, and use self-service analytics to quickly assess probable outcomes for smarter, more data-driven decisions. Explore data and build or adjust predictive analytical models with this solution running in SAS® Viya®. Data scientists, statisticians, and analysts can collaborate and iteratively refine models for each segment or group to make decisions based on accurate insights. Solve complex analytical problems with a comprehensive visual interface that handles all tasks in the analytics life cycle.
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23
OpenText Magellan
OpenText
Machine Learning and Predictive Analytics Platform. Augment data-driven decision making and accelerate business with advanced artificial intelligence in a pre-built machine learning and big data analytics platform. OpenText Magellan uses AI technologies to provide predictive analytics in easy to consume and flexible data visualizations that maximize the value of business intelligence. Artificial intelligence software eliminates the need for manual big data processing by presenting valuable business insights in a way that is accessible and related to the most critical objectives of the organization. By augmenting business processes through a curated mix of capabilities, including predictive modeling, data discovery tools, data mining techniques, IoT data analytics and more, organizations can use their data to improve decision making based on real business intelligence and analytics. -
24
hIOTron
hIOTron
hIOTron's machine monitoring product is a comprehensive solution that enables you to monitor and analyze your industrial machines in real-time. With this product, you can track machine performance, detect anomalies, predict failures, and schedule maintenance activities to improve uptime and reduce downtime. The machine monitoring product consists of a range of sensors and devices that collect data from your machines, such as temperature, pressure, vibration, and other operational parameters. This data is then transmitted to a central hub where it is analyzed using advanced analytics and machine learning algorithms to identify patterns and trends. hIOTron platform provides a user-friendly dashboard that displays real-time machine data, key performance indicators, and alerts. It also provides reports and analytics to help you understand your machine performance and identify areas for improvement. -
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BioVinci
BioVinci
BioVinci automatically runs state-of-the-art methods and recommends the best one to visualize your high-dimensional data. Explore high-dimensional data using machine learning algorithms: dimensionality reduction and feature selection. Convert massive datasets into speaking graphics without coding. Visualize research results using various graph types and customization options. The software allows scientists, without programming experiences, to quickly apply state-of-the-art machine learning techniques on their data and elegantly visualize the results to gain insights, otherwise, difficult to obtain. We specially focus on the design of BioVinci 2.0 to make it friendly even for first-time users. While having a wide range of plot configurations to serve different needs of users, we hope to bring the aesthetics, simplicity, interactive, publication-ready, and information revealing in every plot. -
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DATAGYM
eForce21
DATAGYM enables data scientists and machine learning experts to label images up to 10x faster. AI-assisted annotation tools reduce manual labeling effort, give you more time to finetune ML models and speed up your go to market of new products. Accelerate your computer vision projects by cutting down data preparation time up to 50%.Starting Price: $19.00/month/user -
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Apache PredictionIO
Apache
Apache PredictionIO® is an open-source machine learning server built on top of a state-of-the-art open-source stack for developers and data scientists to create predictive engines for any machine learning task. It lets you quickly build and deploy an engine as a web service on production with customizable templates. Respond to dynamic queries in real-time once deployed as a web service, evaluate and tune multiple engine variants systematically, and unify data from multiple platforms in batch or in real-time for comprehensive predictive analytics. Speed up machine learning modeling with systematic processes and pre-built evaluation measures, support machine learning and data processing libraries such as Spark MLLib and OpenNLP. Implement your own machine learning models and seamlessly incorporate them into your engine. Simplify data infrastructure management. Apache PredictionIO® can be installed as a full machine learning stack, bundled with Apache Spark, MLlib, HBase, Akka HTTP, etc.Starting Price: Free -
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Kornea.AI
Tech Mahindra
Kornea.AI is a Tech Mahindra-built, plug-and-play productivity monitoring solution installed on employees' laptops/desktops to evaluate productivity non-intrusively, ensure compliance, and provide enhanced data security. It can be extremely powerful when integrated with ITSM, WFM, QSM, and CCT systems, enabling visibility and insights for improved decision-making. Get real-time visibility into employee activities and work time to boost workforce alignment. Kornea.AI consumes negligible system resources & does not hamper the speed or functionality of the machine. Uses a top-tier encryption method. It runs in the background without allowing the user to stop the process & is completely transparent to the user. Kornea.AI has passed all relevant security tests as per policy and processes. Kornea.AI uses computer vision paired with automation to detect anomalies. It integrates with webcams of the operator’s system to allow access only to the owner/authorized user of the machine.Starting Price: Free -
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Salad
Salad Technologies
Salad allows gamers to mine crypto in their downtime. Turn your GPU power into credits that you can spend on things you love. Our Store features subscriptions, games, gift cards, and more. Download our free mining app and run while you're AFK to earn Salad Balance. Support a democratized web through providing decentralized infrastructure for distributing compute power. o cut down on the buzzwords—your PC does a lot more than just make you money. At Salad, our chefs will help support not only blockchain, but other distributed projects and workloads like machine learning and data processing. Take surveys, answer quizzes, and test apps through AdGate, AdGem, and OfferToro. Once you have enough balance, you can redeem items from the Salad Storefront. Your Salad Balance can be used to buy items like Discord Nitro, Prepaid VISA Cards, Amazon Credit, or Game Codes. -
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Gemini Data
Gemini Data
Traditional data analytics solutions tend to be static and tabular, failing to capture the evolution of complex data relationships. By connecting the dots between data from disparate sources, Gemini Data helps organizations effectively transform data into stories. Gemini Explore transforms data analytics by enabling anyone to easily and intuitively interact with data using contextual storytelling. It’s all about simplifying and making it easier to see, understand, and communicate the complex – so people can learn faster and do their jobs better. Gemini Stream allows organizations to seamlessly collect, reduce, transform, parse, and route machine data from and to the most common Big Data platforms, using a single interface. Gemini Central provides state-of-the-art turnkey solution for your analytics needs as it is integrated and pre-configured with a lightweight OS and other management tools and applications. -
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An intuitive, low-code visual interface enables you to create and deploy custom, natural language chatbots. Get text responses, access data, reports and visualizations, and even apply analytics and AI through a natural language, conversational interface. Configure bots within the SAS environment for easier access to insights, or connect to external services to roll them out to the world. Now getting insights from data is as easy as sending a message. Quickly spot important relationships in your data using suggestions and clearly identified related measures. Use machine learning and natural language explanations to find, visualize and narrate stories and insights that are easy to understand and explain. Find out why something happened, examine all options and uncover opportunities hidden deep in your data. Automatically highlight key relationships, outliers, clusters and more to reveal vital insights that inspire action.
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Oracle Data Science
Oracle
A data science platform that improves productivity with unparalleled abilities. Build and evaluate higher-quality machine learning (ML) models. Increase business flexibility by putting enterprise-trusted data to work quickly and support data-driven business objectives with easier deployment of ML models. Using cloud-based platforms to discover new business insights. Building a machine learning model is an iterative process. In this ebook, we break down the process and describe how machine learning models are built. Explore notebooks and build or test machine learning algorithms. Try AutoML and see data science results. Build high-quality models faster and easier. Automated machine learning capabilities rapidly examine the data and recommend the optimal data features and best algorithms. Additionally, automated machine learning tunes the model and explains the model’s results. -
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FourJaw
FourJaw
Turn machine data into actionable insight - fast. FourJaw technology turns live machine data into clear, usable insights, empowering better decisions across every shift, every site and every machine. Not just when a machine stops, but where energy’s being wasted, where jobs are stalling and where time and capacity slip away. FourJaw’s plug-and-play IoT hardware connects to almost any machine. It’s installed in minutes with no disruption and no downtime. Real-time insights into performance, OEE, energy, and output, all in one intuitive platform, with configurable dashboards that show the data manufacturers need, how they need it, making reporting and analysis feel effortless. See what’s underperforming, what needs improving, and where to act next. From one machine to the entire factory, it’s simple to install and built to scale. FourJaw. Factory Intelligence. Made Simple.Starting Price: $144 per month -
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Webz.io
Webz.io
Webz.io finally delivers web data to machines the way they need it, so companies easily turn web data into customer value. Webz.io plugs right into your platform and feeds it a steady stream of machine-readable data. All the data, all on demand. With data already stored in repositories, machines start consuming straight away and easily access live and historical data. Webz.io translates the unstructured web into structured, digestible JSON or XML formats machines can actually make sense of. Never miss a story, trend or mention with real-time monitoring of millions of news sites, reviews and online discussions from across the web. Keep tabs on cyber threats with constant tracking of suspicious activity across the open, deep and dark web. Fully protect your digital and physical assets from every angle with a constant, real-time feed of all potential risks they face. Never miss a story, trend or mention with real-time monitoring of millions of news sites, reviews and online discussions. -
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Oracle Analytics Cloud
Oracle
Oracle Analytics is a complete platform for every analytics user role. AI and ML are embedded throughout the platform to accelerate productivity and power better business decisions. Choose either Oracle Analytics Cloud, our cloud native service, or our on-premises solution, Oracle Analytics Server, both of which help you avoid compromising security and governance. Oracle Analytic addresses all needs of business users from data to decision. Oracle Analytics can help you solve your business problems with built in data preparation and enrichment, no-code machine learning and industry leading data visualization.Starting Price: $16 User Per Month - Oracle An -
36
Lattice for Command & Control
Anduril Industries
It enables men and women in uniform to move with machine speed, unparalleled confidence, and military-grade security by turning data into information, information into decisions, and decisions into actions across tactical and strategic operations. Lattice accelerates complex kill chains by orchestrating machine-to-machine tasks at scales and speeds beyond human capacity. Lattice cuts through the noise and creates a shared real-time understanding of the battlespace. It autonomously parses data from thousands of sensors & data sources into an intelligent common operating picture in a single pane of glass. Lattice uses technologies like sensor fusion, computer vision, edge computing, and machine learning, and artificial intelligence to detect, track, and classify every object of interest in an operator's vicinity. Lattice can scale to integrate thousands of sensors and effectors globally across multiple domains. -
37
Leanworx
Leanworx Technologies
Leanworx is a powerful CNC machine monitoring software and Industry 4.0 platform designed to provide real-time visibility into shop-floor operations. It connects directly to CNC machines to capture live production data, helping manufacturers monitor machine status, track performance, and make data-driven decisions. With features like real-time machine monitoring, OEE tracking, downtime analysis, and production reporting, Leanworx enables businesses to identify inefficiencies, reduce idle time, and improve overall equipment effectiveness. Its intuitive dashboards—accessible via web and mobile—allow operators and management to track machine utilization, cycle times, and production output from anywhere.Starting Price: $3 per machine per day -
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SOLIDWORKS Visualize Boost
SOLIDWORKS
Increase render speed and content productivity by sending render jobs to a dedicated machine cluster. SOLIDWORKS® Visualize Boost is an add-on product to SOLIDWORKS Visualize Professional that greatly increases render speeds and productivity by allowing it to send jobs to other machine(s), freeing up your computing resources for Visualize, CAD, or other demanding applications. Stack multiple jobs in your Render Queue and offload your local machine. Visualize Boost supports all output from SOLIDWORKS Visualize Professional. Leverage both CPUs and GPUs across your network to render jobs faster than ever before. Install SOLIDWORKS Visualize Boost on the machine(s) you want in your render farm, from the one included node or scale to a larger cluster. Manage your Visualize Boost render farm from an easy-to-use webpage and update settings on the fly. PowerBoost opens up new doors to interactive real-time raytracing for the best visualization experience. -
39
Fizix
Fizix
Fizix's Mate is a cloud-based smart machine health monitoring platform that enables users to oversee machinery through a secure, web-based interface accessible from any internet-connected device. It offers real-time anomaly detection and fault prediction by analyzing machine attributes, operational conditions, and sensor data, utilizing machine learning algorithms to enhance predictive accuracy over time. The platform's digital twin-based architecture allows for easy design and monitoring of machine systems, while providing alarm notifications and integration with external systems like ERP and CMMS for comprehensive maintenance planning. -
40
SeeMyMachines
QBurst
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. -
41
Carlson Command
Carlson Software
Carlson Command is a monitoring and data management software solution that transmits data from the machines to Command and from Command to the machines, increasing both safety, productivity, and reporting capabilities. On both large and small job-sites, managers can see and monitor multiple or single machines in multiple views, including a plan view, from any location with an internet connection. Machine positions can be viewed, cut/fill and elevation monitored in real-time, and managers can remote into the machine and send messages. Send projects, installs, files and configurations to a single machine or your whole fleet with confidence. Assign tasks through the task feature, ensuring operators are logging their time accurately. Manage, view, and create custom reports of multiple As-Built surfaces within the site linework. -
42
SmartMon
Sismaq
SmartMon is an OEE / MES platform to control and optimize production of any type of machine in real time. It allows you to analyze productivity losses directly in Euros to apply the necessary corrections. Has a module of employees, quality, traceability, documentation and rework. The SmartMon production control system can be implemented in a wide range of manufacturing sectors where data from any machine or sensor can be captured. Thanks to its modular design and in-built flexibility, SmartMon can be adapted to all types of manufacturing plant, from small factories with bespoke products right through to large manufacturing plants with multiple product lines. Easy installation on any machine. SmartMon provides production and order status in real time. Smart Mon analyzes quality and productivity losses in order to implement corrective approaches. High return on investment: productivity increases of 15% can be achieved in the first months of implementation. -
43
Sisense
Sisense
Embed analytics into any application or workflow to make critical decisions – with confidence. Infuse analytics into everyday applications and workflows to drive better, faster decisions, for your business and your customers. Integrate customized analytics into your applications and products to make analytics intuitive and user-friendly. Boost product engagement, adoption, and retention with the AI-driven predictive analytics platform built for business success. Prepare, analyze, and explore data from multiple sources with Sisense, a leading Business Intelligence (BI) reporting software. Trusted by industry-leading companies, such as NASDAQ, Phillips, and Airbus, Sisense offers an end-to-end, agile BI platform that helps business make smarter, faster data-driven decisions. Sisense features an open, single-stack architecture, best-in-class analytics engine, machine learning, and delivery of insights beyond the dashboard. -
44
NCG CAM
NCG CAM Solutions Ltd
Machine Complex Parts with Ease using NCG CAM Standalone CAM Software. Powerful, Reliable & Affordable Advanced 3D CAM Software. NCG CAM is perfect for the high-speed machining of moulds, dies, prototypes and precision surface machining. NCG CAM is a standalone CAM system offering an easy to use HSM CAM solution that integrates with existing CAD and CAM systems, including SmartForm Design™, Think3™, Ansys™ SpaceClaim™, CREO™, Pro/ENGINEER™ and SolidWorks™. NCG CAM boasts many innovative features. It is suitable for all types of forms, creating an optimized, smooth cutter motion for HSM, while helping to extend tool life, minimizing wear on the machine tool and producing parts with excellent surface finish. NCG CAM has a very user-friendly interface, with a typical learning curve of just 1 day required to machine a live job. It is perfect for the high-speed machining of moulds, dies, prototypes and precision surface machining. -
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TomorrowThings
TomorrowThings
Our intelligent automation SaaS tool creates digital twins of your industrial assets with a push of a button saving up to 90% of your integration costs. Create a digital twin of your technical assets in a one-click fashion with the power of AI. Create real-time virtual replicas of physical assets, processes, and even entire factories. Run simulations to rehearse different scenarios before implementing them in reality. Optimize production lines, predict potential issues, and make data-driven decisions. Collect and analyze data from sensors and machinery providing valuable insights. Blueprints connect machines with a click, enabling customers to collect and transmit data, enhancing decision-making, boosting operational efficiency, and optimizing sustainability. The blueprint technology supports plug-and-produce integrations and promotes interoperability between machine manufacturers and providers of industrial software solutions.Starting Price: €15 per month -
46
Paradise
Geophysical Insights
Paradise uses robust, unsupervised machine learning and supervised deep learning technologies to accelerate interpretation and generate greater insights from the data. Generate attributes to extract meaningful geological information and as input into machine learning analysis. Identify attributes having the highest variance and contribution among a set of attributes in a geologic setting, Display the neural classes (topology) and their associated colors resulting from Stratigraphic Analysis that indicate the distribution of facies. Detect faults automatically with deep learning and machine learning processes. Compare machine learning classification results and other seismic attributes to traditional good logs. Generate geometric and spectral decomposition attributes on a cluster of compute nodes in a fraction of the time on a single machine. -
47
Promob Maker
Promob
Promob Maker is a software application for custom wood products that combines a design tool with a fully engineered product catalog to generate production information, including optimization and CNC machine data. It is focused on the needs of cabinetmakers and other small woodworkers with panel saws and/or CNC machines who do not require factory or production line automation. Promob Maker is an all-in-one solution combining design tools, engineering, machining, and reporting in a single and simple-to-use interface. You can scale the offering as it increases. The designer creates a project and sends it to the factory for production. Maker plug-ins generate information to produce modules contained in the project. With the generated information it is possible to integrate optimization and CNC machines. Includes design, panel optimization, and reports. Includes robust content catalog with both face-frame and frameless cabinets, closets, hardware, and accessories. -
48
PathScale
PathScale
PathScale provides enterprise CDN solutions and support without the buzzword bingo. Our multi-CDN technology works at multiple layers to go past synthetic benchmarks and guesses to ensure that your users and your CDN of choice are running optimally. Many companies claim to be high performance, but from our real user data, you may be surprised at how it performs compared to significantly less expensive options. Our humble approach gets real data from users to evaluate how often an alternative might save you money or deliver a better user experience. We emphasize data-driven decisions instead of hype marketing, buzzwords, or pushy sales. Using a combination of our synthetic and real user data, we can help set up your website to balance cost and performance based on regions globally or those most critical to your goals. This one-time setup will change your DNS to resolve per-region and offers a low entry and potentially high impact.Starting Price: $500 one-time payment -
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Jungle.ai Canopy
Jungle.ai
Increase your production and prevent unplanned downtime with our AI product Canopy. Canopy’s AI uses historical data to learn how your machines function under all operating conditions. We are deployed in various industries, helping to detect failures ahead of time, reduce machine downtime and increase performance. Continuously monitor the health of your machines. Track components with abnormal behavior and act before it’s too late. Track performance in real-time. Receive notifications of underperformance and investigate what you should do about it. Collaborate and resolve issues together, and work in one place while looking at the same data from all possible angles. Our technology doesn't require any hardware installation and is remotely deployed. Canopy allows you to explore developing issues at the sensor level. Advanced visualizations and tools show the machine state in different ways, empowering you to find out exactly what is abnormal in your machines. -
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Plex Asset Performance Management
Rockwell Automation
Proactively monitor machine and plant health to ensure optimal uptime, throughput, and maintenance needs. Leverage the benefits of analytics and Industrial IoT technology to gain deeper insight into plant-floor equipment and enable predictive maintenance. Monitor machine health to reduce production disruption due to surprise outages and machine failures. Drive predictive maintenance to decrease the time it takes to diagnose machine health events and improve historical data traceability. Contextualize IT/OT data in a single view to connect plant floor data with MES data and support informed decision making. Use real-time data collection and built-in analytics to capture and analyze live data on machine health and performance, compare machines against a desired state, and generate early notifications of potential disruption to reduce overtime labor, scrap, emergency maintenance costs and over P&L impacts.
