Alternatives to Continual
Compare Continual alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Continual in 2026. Compare features, ratings, user reviews, pricing, and more from Continual competitors and alternatives in order to make an informed decision for your business.
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1
Google Cloud BigQuery
Google
BigQuery is a serverless, multicloud data warehouse that simplifies the process of working with all types of data so you can focus on getting valuable business insights quickly. At the core of Google’s data cloud, BigQuery allows you to simplify data integration, cost effectively and securely scale analytics, share rich data experiences with built-in business intelligence, and train and deploy ML models with a simple SQL interface, helping to make your organization’s operations more data-driven. Gemini in BigQuery offers AI-driven tools for assistance and collaboration, such as code suggestions, visual data preparation, and smart recommendations designed to boost efficiency and reduce costs. BigQuery delivers an integrated platform featuring SQL, a notebook, and a natural language-based canvas interface, catering to data professionals with varying coding expertise. This unified workspace streamlines the entire analytics process. -
2
Explorium
Explorium
Explorium offers a first-of-its-kind data science platform powered by automatic data discovery and feature engineering. By automatically connecting to thousands of external data sources (premium, partner, and public) and leveraging machine learning to distill the most impactful signals, the Explorium platform empowers data scientists and business leaders to drive decision-making by eliminating the barrier to acquiring the right data and fueling superior predictive power. Try it for free at www.explorium.ai/free-trialStarting Price: $50K/year -
3
TiMi
TIMi
With TIMi, companies can capitalize on their corporate data to develop new ideas and make critical business decisions faster and easier than ever before. The heart of TIMi’s Integrated Platform. TIMi’s ultimate real-time AUTO-ML engine. 3D VR segmentation and visualization. Unlimited self service business Intelligence. TIMi is several orders of magnitude faster than any other solution to do the 2 most important analytical tasks: the handling of datasets (data cleaning, feature engineering, creation of KPIs) and predictive modeling. TIMi is an “ethical solution”: no “lock-in” situation, just excellence. We guarantee you a work in all serenity and without unexpected extra costs. Thanks to an original & unique software infrastructure, TIMi is optimized to offer you the greatest flexibility for the exploration phase and the highest reliability during the production phase. TIMi is the ultimate “playground” that allows your analysts to test the craziest ideas! -
4
CrossEngage
CrossEngage
CrossEngage helps companies build long-lasting, valuable customer relationships. With its unique Customer Data and Prediction Platform brands can easily identify, prioritize, and activate customer audiences. Leveraging AI and predictive CRM, the SaaS solution determines the monetary impact and urgency of reaching out to customers. This yields better and more relevant customer experiences and increases customer lifetime value and ROI. The CrossEngage Customer Data and Prediction Platform collects and unifies first-party data from all sources. Hence, every marketer can determine relevant audiences through the unique power of predictive CRM and no-code modeling. With built-in audience management, campaigns can be targeted to the most valuable customers and data can be activated for engaging cross-channel customer journeys. -
5
Predibase
Predibase
Declarative machine learning systems provide the best of flexibility and simplicity to enable the fastest-way to operationalize state-of-the-art models. Users focus on specifying the “what”, and the system figures out the “how”. Start with smart defaults, but iterate on parameters as much as you’d like down to the level of code. Our team pioneered declarative machine learning systems in industry, with Ludwig at Uber and Overton at Apple. Choose from our menu of prebuilt data connectors that support your databases, data warehouses, lakehouses, and object storage. Train state-of-the-art deep learning models without the pain of managing infrastructure. Automated Machine Learning that strikes the balance of flexibility and control, all in a declarative fashion. With a declarative approach, finally train and deploy models as quickly as you want. -
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Predictive Modeling with Machine Learning and Explainable AI. FICO® Analytics Workbench™ is an integrated suite of state-of-the-art analytic authoring tools that empowers companies to improve business decisions across the customer lifecycle. With it, data scientists can build superior decisioning capabilities using a wide range of predictive data modeling tools and algorithms, including the latest machine learning (ML) and explainable artificial intelligence (xAI) approaches. We enhance the best of open source data science and machine learning with innovative intellectual property from FICO to deliver world-class analytic capabilities to discover, combine, and operationalize predictive signals in data. Analytics Workbench is built on the leading FICO® Platform to allow new predictive models and strategies to be deployed into production with ease.
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7
JADBio AutoML
JADBio
JADBio is a state-of-the-art automated Machine Learning Platform without the need for coding. With its breakthrough algorithms it can solve open problems in machine learning. Anybody can use it and perform a sophisticated and correct machine learning analysis even if they do not know any math, statistics, or coding. It is purpose-built for life science data and particularly molecular data. This means that it can deal with the idiosyncrasies of molecular data such as very low sample size and very high number of measured quantities that could reach to millions. Life scientists need it to understand what are the features and biomarkers that are predictive and important, what is their role, and get intuition about the molecular mechanisms involved. Knowledge discovery is often more important than a predictive model. So, JADBio focuses on feature selection and its interpretation.Starting Price: Free -
8
Pecan
Pecan AI
Founded in 2018, Pecan is a cutting-edge predictive analytics platform that leverages its pioneering Predictive GenAI technology to eliminate obstacles to AI adoption. Pecan democratizes predictive modeling by enabling data and business teams to harness its power without the need for extensive expertise in data science or data engineering. Guided by Predictive GenAI, the Pecan platform empowers users to rapidly define and train predictive models tailored precisely to their unique business needs. Automated data preparation, model building, and deployment accelerate AI success. Pecan's proprietary fusion of predictive and generative AI quickly delivers meaningful business impact, making AI adoption more accessible, efficient, and impactful than ever before.Starting Price: $950 per month -
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MyDataModels TADA
MyDataModels
Deploy best-in-class predictive analytics models TADA by MyDataModels helps professionals use their Small Data to enhance their business with a light, easy-to-set-up tool. TADA provides a predictive modeling solution leading to fast and usable results. Shift from days to a few hours into building ad hoc effective models with our 40% reduced time automated data preparation. Get outcomes from your data without programming or machine learning skills. Optimize your time with explainable and understandable models made of easy-to-read formulas. Turn your data into insights in a snap on any platform and create effective automated models. TADA removes the complexity of building predictive models by automating the generative machine learning process – data in, model out. Build and run machine learning models on any devices and platforms through our powerful web-based pre-processing features.Starting Price: $5347.46 per year -
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LexisNexis Predictive Modeling
LexisNexis
Enhance acquisition and retention results with analytics models that identify and target ideal prospects based on your criteria and priorities. From first notice of loss through the life of the claim, predictive analytics models embedded directly into your workflow can help decrease the age of a claim, detect fraud earlier, uncover hidden patterns and better align resources to priority cases. Partner with an advanced analytics provider that is experienced in developing predictive models that can help insurance customers achieve specific business goals. A dedicated, experienced team socializes models during development and production with respective state regulatory bodies to address questions and gain feedback. Segment risks into proper categories using predictive models to help improve your volume and profitability. -
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Nixtla
Nixtla
Nixtla is a platform for time-series forecasting and anomaly detection built around its flagship model TimeGPT, described as the first generative AI foundation model for time-series data. It was trained on over 100 billion data points spanning domains such as retail, energy, finance, IoT, healthcare, weather, web traffic, and more, allowing it to make accurate zero-shot predictions across a wide variety of use cases. With just a few lines of code (e.g., via their Python SDK), users can supply historical data and immediately generate forecasts or detect anomalies, even for irregular or sparse time series, and without needing to build or train models from scratch. TimeGPT supports advanced features like handling exogenous variables (e.g., events, prices), forecasting multiple time-series at once, custom loss functions, cross-validation, prediction intervals, and model fine-tuning on bespoke datasets.Starting Price: Free -
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Actable AI
Actable AI
Powered by open-source state-of-the-art AutoML to train quality models without hassle. Leverages Deep Learning and pre-trained models for extra intelligence whenever applicable. Utilizes Causal AI with AutoML for fairness, causal inference and counterfactual predictions. All trained models are deployed instantly to be used interactively online or with an API. Full feature importances and model explanations with Shapley values. Our AI engine is entirely open-source. It means our algorithms can be fully audited and used everywhere. Clusters customers or products to similar cohorts with a rich set of features. Forecasts future by capturing temporal patterns from historical data. Trains predictive models with labelled data to predict unlabelled data.Starting Price: $80 per user per month -
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Firmnav
Firmnav
Firmnav is an AI & predictive analytics platform focused on company data for B2B sales and marketing teams, and investors/M&A. Connect, predict, and activate your predictions in three easy steps. Use your modularised building blocks, integrations, connections, and no-code flow builder interface to fully tailor your own flow to your business needs. Build your own company AI solution without a single line of code. Leverage the power of AI to predict any metric for companies, also those that you normally struggle to know. Leverage the power of AI classification to automatically categorize companies into custom categories, whether it be customer segments, investment verticals/themes, or anything else. Classify companies into distinct categories. Experience the power of fully holistic and integrated no-code, from berth to deployment. Built-in data aggregation, feature engineering, modeling, and training. Host and power your AI models with state-of-the-art MLOps. -
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Plat.AI
Plat.AI
Plat.AI is a real-time decision-making engine, offering buildable and maintainable AI for any platform or system–regardless of your experience level. Our model builder delivers fast results and decisions – no coding experience is required. Plat.AI offers data intelligence without you needing to write a single line of code. In fact, it may take as little as five minutes to create and deploy an automated custom model. Our self-service platform is designed to use your data to create real-time decisions and can adapt to your platform or system of choice. You can have your model up and running in as little as one month. After that, you can enjoy real-time predictive analytics. The best analytics software will give you transparency. While deep learning or a black box option is available for those who need it, we want to show you what’s happening under the hood. We offer one-on-one support while building, deploying, and maintaining your model. -
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Maroon.ai
Maroon.ai
We enable commercial lenders globally to accurately assess the application creditworthiness and manage customer risk by deploying powerful, compliant credit models in an integration-friendly platform. Customizable dashboard for exec management, credit analyst and compliance teams. Calibrated for the probability of default and early-stage Delinquencies. Easy plug-n-play integrations and flexible deployment models. Deep learning models produce insights from disparate datasets. Access rolled-up risk assessment reports. Effective sales augmentation through leveraging our data cloud and predictive models to discover high propensity prospects and create winning engagement strategies through predictive intelligence and intent data. Deep account intelligence for over 16m businesses globally. Predictive scoring using custom modeling and intent generation. Access org charts and executive profiles. Integrates into your existing workflows.Starting Price: $499 per month -
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Salford Predictive Modeler (SPM)
Minitab
The Salford Predictive Modeler® (SPM) software suite is a highly accurate and ultra-fast platform for developing predictive, descriptive, and analytical models. The Salford Predictive Modeler® software suite includes the CART®, MARS®, TreeNet®, Random Forests® engines, as well as powerful new automation and modeling capabilities not found elsewhere. The SPM software suite’s data mining technologies span classification, regression, survival analysis, missing value analysis, data binning and clustering/segmentation. SPM algorithms are considered to be essential in sophisticated data science circles. The SPM software suite‘s automation accelerates the process of model building by conducting substantial portions of the model exploration and refinement process for the analyst. We package a complete set of results from alternative modeling strategies for easy review. -
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The biggest challenge to scaling AI-powered decision-making is unused data. IBM Cloud Pak® for Data is a unified platform that delivers a data fabric to connect and access siloed data on-premises or across multiple clouds without moving it. Simplify access to data by automatically discovering and curating it to deliver actionable knowledge assets to your users, while automating policy enforcement to safeguard use. Further accelerate insights with an integrated modern cloud data warehouse. Universally safeguard data usage with privacy and usage policy enforcement across all data. Use a modern, high-performance cloud data warehouse to achieve faster insights. Empower data scientists, developers and analysts with an integrated experience to build, deploy and manage trustworthy AI models on any cloud. Supercharge analytics with Netezza, a high-performance data warehouse.Starting Price: $699 per month
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Lityx
Lityx
Empower your team to deliver AI-based business solutions efficiently and at scale. Cloud-based, comprehensive, no-code machine learning. Accelerate team production. Efficiently capture actionable insights. Leverage your data to predict and optimize behaviors. Rapidly scale and take models into production. Gurobi Optimizer allows users to tackle even the toughest challenges. LityxIQ is the powerful yet easy-to-use, no-code AutoML platform built by data scientists for all your team members. A cloud-based SaaS, it works seamlessly with the tools you already have, integrating easily with other systems, source data platforms, data lakes and data warehouses, as well as the leading visualization tools. And fueled by the world’s fastest solver, you can tackle even the toughest analytics job. Our Solution Accelerators capability increases efficiency by reducing time to value. -
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s.360
Samplemed
s360 is the only life underwriting platform you’ll ever need. A complete underwriting workbench connected to Automated underwriting, predictive models, tele and video interviews, accelerated underwriting, and API-integrated paramedical exams report collection – have full control over your case pipeline and operate elegantly and autonomously. Get deeper underwriting insights because it was designed with a data-focused philosophy. It transforms your medical unstructured data into structured insights. Rich in a variety of risk analysis channels - predictive models, interviews, automated underwriting, accelerated UDW, lab exams, and underwriting manuals, among other incredible features.Starting Price: $250,000 per year -
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Mage
Mage
Mage is a tool that transforms your data into predictions. Build, train, and deploy predictive models in minutes. No AI experience required. Increase user engagement by ranking content on your user’s home feed. Increase conversion by showing the most relevant products for a user to buy. Increase retention by predicting which users will stop using your app. Increase conversion by matching users in a marketplace. Data is the most important part in building AI. Mage will guide you through this process with suggestions on how to improve your data, making you an AI expert. AI and its predictions are difficult to understand. Mage explains every metric in-depth, teaching you how your AI model thinks. Get real-time predictions with a few lines of code. Mage makes it easy for you to integrate your AI model in any application.Starting Price: Free -
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Argo
Argo
Open-source tools for Kubernetes to run workflows, manage clusters and do GitOps right. Kubernetes-native workflow engine supporting DAG and step-based workflows. Declarative continuous delivery with a fully-loaded UI. Advanced Kubernetes deployment strategies such as Canary and Blue-Green made easy. Argo Workflows is an open-source container-native workflow engine for orchestrating parallel jobs on Kubernetes. Argo Workflows is implemented as a Kubernetes CRD. Model multi-step workflows as a sequence of tasks or capture the dependencies between tasks using a graph (DAG). Easily run compute-intensive jobs for machine learning or data processing in a fraction of the time using Argo Workflows on Kubernetes. Run CI/CD pipelines natively on Kubernetes without configuring complex software development products. Designed from the ground up for containers without the overhead and limitations of legacy VM and server-based environments. -
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Altair Knowledge Studio
Altair
Data scientists and business analysts use Altair to generate actionable insight from their data. Knowledge Studio is a market-leading easy to use machine learning and predictive analytics solution that rapidly visualizes data as it quickly generates explainable results - without requiring a single line of code. A recognized analytics leader, Knowledge Studio brings transparency and automation to machine learning with features such as AutoML and explainable AI without restricting how models are configured and tuned, giving you control over model building. Knowledge Studio is designed to enable collaboration across the business. Data scientists and business analysts can complete complex projects in minutes or hours, not weeks or months. Results are easily understood and explained. The ease of use and automation of steps of the modeling process enable data scientists to efficiently develop more machine learning models faster than coding or using other tools. -
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Mi360
SIBIA Analytics and Consulting Services
Mi360 generates concise and actionable insights for you to estimate true returns from your marketing mix across each promotional channel. As a marketer, you avail the advantage of state-of-the-art predictive marketing analytics to optimize investments. Mi360 equips you with cutting-edge analytics to keep you ahead of the game against competing brands. It is a marketing mix modeling at its possible best, along with a detailed dashboard and marketing scenario evaluation. The business-specific features simplify the imperative measurement of ROI and marketing effectiveness throughout mainstream and digital marketing mediums and strategies. Track performance of the current marketing and promotional tactics through measured audience response and reception for your business and take a step ahead in generating higher ROIs. Stay cognizant of the progress and output for your marketing plans with interactive reports available on dashboards for smooth collaboration within and outside teams. -
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AI-Surge
AI Surge Cloud
AI-Surge Cloud is a No-Code Decision Intelligence Platform created to address the desire for non-technical users to make sense of their AI & BI initiatives. Our innovative platform uses human-guided, no-code AI Orchestration to build prediction models trained using past real-time data for any industry, enabling citizen data scientists to make predictions with unprecedented accuracy without writing a single line of code. -
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Zementis
Software AG
Artificial Intelligence (AI), machine learning and predictive analytics will define the next generation of software. Zementis establishes a common, standards-based framework to deliver intelligent solutions across all industries and applications. With Zementis, organizations can harness the power of their data to rapidly deliver insights and support informed business decisions based on predictive analytics tools. Enrich your data picture and leverage more accurate predictive models by leveraging huge data sets, real-time data, intermittent “bursts” of data and other data sources. Do massively parallel scoring for big data applications. There’s no environment too dynamic, no amount of data too large for open-standards-based Zementis. Zementis gives your organization a single tool for predictive analytics. It is intuitive and easy-to-use, taking predictive analytics beyond the data science team so anyone in your enterprise can understand customer behavior, market dynamics & more. -
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Argo CD
Applatix
Argo CD is a declarative, GitOps continuous delivery tool for Kubernetes. Application definitions, configurations, and environments should be declarative and version controlled. Application deployment and lifecycle management should be automated, auditable, and easy to understand. Argo CD follows the GitOps pattern of using Git repositories as the source of truth for defining the desired application state. Argo CD automates the deployment of the desired application states in the specified target environments. Application deployments can track updates to branches, tags, or pinned to a specific version of manifests at a Git commit. -
27
SAS Enterprise Miner
SAS Institute
Streamline the data mining process to develop models quickly. Understand key relationships. And find the patterns that matter most. Dramatically shorten model development time for your data miners and statisticians. An interactive, self-documenting process flow diagram environment efficiently maps the entire data mining process to produce the best results. And it has more predictive modeling techniques than any other commercial data mining package. Why not use the best? Business users and subject-matter experts with limited statistical skills can generate their own models using SAS Rapid Predictive Modeler. An easy-to-use GUI steps them through a workflow of data mining tasks. Analytics results are displayed in easy-to-understand charts that provide the insights needed for better decision-making. Create better-performing models using innovative algorithms and industry-specific methods. Verify results with visual assessment and validation metrics. -
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WorldQuant Predictive
WorldQuant Predictive
Quanto™, WorldQuant Predictive's flagship product, delivers AI-powered predictions directly to business users, empowering them to run simulations and optimize their decision-making with our intuitive analytics app. WQP's proprietary processes and technology extract signals from thousands of data sources around the world and use them to create AI-powered predictions to aid in decision-making. This revolutionary approach enables AI to be deployed at a previously unknown scale and speed. Powered by the world's data, clients get full functionality on day one, without the need to clean and integrate internal data. Our global network of data scientists develops models collaboratively. The diversity of their approaches reveals signals that others miss and improves accuracy. In addition, our unrivaled library of alternative and third-party data finds alphas that are often overlooked. -
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Cloudera Data Visualization
Cloudera
Easily create rich, interactive dashboards that accelerate analytical insights across your enterprise. Cloudera Data Visualization enables data engineers, business analysts, and data scientists to quickly and easily explore data, collaborate, and share insights across the data lifecycle—from data ingest to data insights and beyond. Delivered natively as part of Cloudera, Data Visualization delivers a consistent and easy-to-use data visualization experience with intuitive and accessible drag-and-drop dashboards and custom application creation. Data Visualization is fully secured by SDX, enabling augmented data workflows across all your data and analytic workflows. Build predictive applications from ML models served in Cloudera Machine Learning, or leverage your data warehouse to power fast intelligent reporting without moving data or using third-party tools. -
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Vidora Cortex
Vidora
Attempting to build Machine Learning Pipelines internally often takes longer and costs more than planned. And worse, Gartner shows that more than 80% of AI Projects will fail. With Cortex, we help teams get up and running with machine learning faster and cheaper than alternatives, all while putting data to use to improve business outcomes. Empower every team with the ability to create their own AI Predictions. No longer will you need to wait to hire a team and build out costly infrastructure. With Cortex you can create predictions from the data you already have, all through an easy to use web interface. Now everyone is a Data Scientist! Cortex automates the process of turning raw data into Machine Learning Pipelines, eliminating the hardest and most time consuming aspects of AI. These predictions stay accurate and up to date by continuously ingesting new data and updating the underlying model automatically – no human intervention needed. -
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DataQu
DataQu
DataQu is a web platform made up of an artificial intelligence engine that generates predictive mathematical models, thus allowing the occurrence of unexpected events to be anticipated. It predicts the failure of a machine component so that the component can be replaced, based on a plan, just before it fails. Generate crop prediction models to reduce the vulnerability of the agricultural sector to climate change. Respond quickly to rapid changes in customer needs and demand, supplier failures or production failures must be taken into account in reality. Customer segmentation is a useful area of predictive analytics for any organization. Monitor activities, coordinate resources and keep your company up to date with your sales processes. It is used in various industries to enable companies and organizations to make better business decisions. It allows generating better customer management and thus having a correct vision of the future. -
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Snowplow Analytics
Snowplow Analytics
Snowplow is a best-in-class data collection platform built for Data Teams. With Snowplow you can collect rich, high-quality event data from all your platforms and products. Your data is available in real-time and is delivered to your data warehouse of choice where it can easily be joined with other data sets and used to power BI tools, custom reports or machine learning models. The Snowplow pipeline runs in your cloud account (AWS and/or GCP), giving you complete ownership of your data. Snowplow frees you to ask and answer any questions relevant to your business and use case, using your preferred tools and technologies. -
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Zeitgeist
Zeitgeist
In a world of misinformation, truth, and facts are priceless commodities. Using the incentive structure of prediction markets, the Zeitgeist protocol helps create signals of what the most likely scenarios will be in any given situation. It’s quite possibly the most advanced of its kind, that allows anyone to create a market on just about anything - and gain unique insights into what a likely outcome will be. We are introducing the governance method of “futarchy” - where decisions are made based on prediction market signals instead of a mere one-man-one-vote democracy. Not only is our protocol permissionless, meaning anyone can create a prediction market on any topic in the world, but we are also building a state-of-the-art SDK. With this SDK, our aim is to provide companies the opportunity to either introduce futarchy into their organizations or white label our protocol for their own prediction market utility. -
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Build, run and manage AI models, and optimize decisions at scale across any cloud. IBM Watson Studio empowers you to operationalize AI anywhere as part of IBM Cloud Pak® for Data, the IBM data and AI platform. Unite teams, simplify AI lifecycle management and accelerate time to value with an open, flexible multicloud architecture. Automate AI lifecycles with ModelOps pipelines. Speed data science development with AutoAI. Prepare and build models visually and programmatically. Deploy and run models through one-click integration. Promote AI governance with fair, explainable AI. Drive better business outcomes by optimizing decisions. Use open source frameworks like PyTorch, TensorFlow and scikit-learn. Bring together the development tools including popular IDEs, Jupyter notebooks, JupterLab and CLIs — or languages such as Python, R and Scala. IBM Watson Studio helps you build and scale AI with trust and transparency by automating AI lifecycle management.
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Intelligent Artifacts
Intelligent Artifacts
A new category of AI. Most current AI solutions are engineered through a statistical and purely mathematical lens. We took a different approach. With discoveries in information theory, the team at Intelligent Artifacts has built a new category of AI: a true AGI that eliminates current machine intelligence shortcomings. Our framework keeps the data and application layers separate from the intelligence layer allowing it to learn in real-time, and enabling it to explain predictions down to root cause. A true AGI demands a truly integrated platform. With Intelligent Artifacts, you'll model information, not data — predictions and decisions are real-time and transparent, and can be deployed across various domains without the need to rewrite code. And by combining specialized AI consultants with our dynamic platform, you'll get a customized solution that rapidly offers deep insights and greater outcomes from your data. -
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Delineate
Delineate
Delineate offers an easy-to-use platform for generating machine learning-driven predictive models for a range of purposes. Enrich your CRM data with churn predictions, sales forecasts, and even build data products for your customers and team, just to name a few. With Delineate you can access data-driven insights to improve decision-making with ease. The platform caters to founders, revenue teams, product managers, executives, and data enthusiasts. Try Delineate and unleash your data's full potential.Starting Price: $99 per month -
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Metacoder
Wazoo Mobile Technologies LLC
Metacoder makes processing data faster and easier. Metacoder gives analysts needed flexibility and tools to facilitate data analysis. Data preparation steps such as cleaning are managed reducing the manual inspection time required before you are up and running. Compared to alternatives, is in good company. Metacoder beats similar companies on price and our management is proactively developing based on our customers' valuable feedback. Metacoder is used primarily to assist predictive analytics professionals in their job. We offer interfaces for database integrations, data cleaning, preprocessing, modeling, and display/interpretation of results. We help organizations distribute their work transparently by enabling model sharing, and we make management of the machine learning pipeline easy to make tweaks. Soon we will be including code free solutions for image, audio, video, and biomedical data.Starting Price: $89 per user/month -
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DMway
DMWay Analytics
DMway is disrupting the data science world by providing an autonomous predictive analytics solution. The AI-based and ML-powered solution enables every subject matter expert (non-scientist) to build his or her own predictive models within hours to days, versus the traditional development time of months to produce the models. The DMway Analytics platform is versatile and adaptive to all industries. DMway’s flexible and scalable platform allows clients from a wide variety of areas to take advantage of our tool. From banks to media to academia – here are some ideas of how DMway can help you. Many companies mistakenly assume that collecting big data creates value. Sadly, it isn’t so. It is not about the size of your data, it’s how you use it. Algorithms created by big data are where the real value lays, algorithms define action. DMway hands the power to create predictive analytics to non-scientists. -
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Aurora LightZ
Aurora Predictions
Snap On AI-Enabled Analytics to Spreadsheet Data. Intuitive Excel style interface enables users across finance, operations and sales to exploit their data to gain insights for smarter decisions for better planning that improves execution, cut costs, and increases revenue without the need of knowing statistics, data science, or programming. The Solution? Aurora Disruptive AI with No ML Our SaaS service easily ingests spreadsheet data to deliver amazing insights, trends, correlations and more in seconds that move the business’ needle. AI is built-in, no programming needed and no Machine Learning, allowing you to use imperfect data. AI-Enabled Analytics for Every Excel User. Gather Your Data. From your spreadsheet, transactional system, data warehouse or data mart source via direct connect or selection on your desktop C drive. Intuitive UX & Quick Start Training In an hour via an on-line Quick Start training video you’ll be ready to load data, build models -
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Plutoshift
Plutoshift
Plutoshift's Operational Data Platform (ODP) delivers automated performance monitoring and predictive analysis for physical infrastructure to drive efficiency, reduce cost and waste, and help build more resilient sustainable businesses. Extracting and processing raw data for analysis is often the biggest challenge to delivering value. Plutoshift ingests, processes, and curates all your infrastructure, business, and even third-party data, creating a foundation for generating insights. We automate and maintain the entire data pipeline without the need for additional IT resources. Plutoshift provides organizations with an always-on view of their operations at the workflow, site, and enterprise level. Operators have an immediate view of trends and KPIs for every process and asset. With configurable alerts, response tracking, and contextual reports, teams can quickly identify problems, prevent downtime, and uncover the root cause of issues. -
41
Castled
Castled
Create hyper-targeted campaigns in no time directly on top of your cloud data warehouse. Stop worrying about storage-based costs, restrictive data lookup periods, and dependencies on engineering teams. Enables you to be 2x effective at 25% of the cost, giving you a 4x increase in ROI. Create flexible and effective user segments using our visual builder to run your dream campaigns. Finally, an affordable and predictable pricing model that scales to your ever-growing customer data needs. Volume is not a concern anymore. Work with sufficient backfilled data to form a holistic customer profile for better engagement. Create meaningful segments on top of the customer’s 360-degree view of data in the warehouse. Let the sky be your limit. Skip the initial data integration effort to move data into your CEP. Plug directly into your warehouse and get going in no time. Avoid dependency on your data team to create complex and leaky pipelines. Involve them where they add value. -
42
Neural Designer
Artelnics
Neural Designer is a powerful software tool for developing and deploying machine learning models. It provides a user-friendly interface that allows users to build, train, and evaluate neural networks without requiring extensive programming knowledge. With a wide range of features and algorithms, Neural Designer simplifies the entire machine learning workflow, from data preprocessing to model optimization. In addition, it supports various data types, including numerical, categorical, and text, making it versatile for domains. Additionally, Neural Designer offers automatic model selection and hyperparameter optimization, enabling users to find the best model for their data with minimal effort. Finally, its intuitive visualizations and comprehensive reports facilitate interpreting and understanding the model's performance.Starting Price: $2495/year (per user) -
43
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 -
44
Ludwig
Uber AI
Ludwig is a low-code framework for building custom AI models like LLMs and other deep neural networks. Build custom models with ease: a declarative YAML configuration file is all you need to train a state-of-the-art LLM on your data. Support for multi-task and multi-modality learning. Comprehensive config validation detects invalid parameter combinations and prevents runtime failures. Optimized for scale and efficiency: automatic batch size selection, distributed training (DDP, DeepSpeed), parameter efficient fine-tuning (PEFT), 4-bit quantization (QLoRA), and larger-than-memory datasets. Expert level control: retain full control of your models down to the activation functions. Support for hyperparameter optimization, explainability, and rich metric visualizations. Modular and extensible: experiment with different model architectures, tasks, features, and modalities with just a few parameter changes in the config. Think building blocks for deep learning. -
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SmartProtect
SmartProtect Public Safety Solutions
SmartProtect leverages advanced technology to revolutionize staffing solutions—our predictive models utilize real-time data to ensure staffing decisions are objective and efficient, moving away from the traditional, subjective policy-driven approaches. This innovation not only optimizes resource management but also enhances the overall safety and responsiveness of public safety teams. - Streamlined Staff Management - Enhanced Resource Allocation - Improved Recruitment and Retention -
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SafetyNet
Intelex - Predictive Solutions
SafetyNet is a cloud-based Software-as-a-Service (SaaS) solution that leverages advanced and predictive analytics to help organizations proactively prevent workplace injuries. By analyzing safety inspection and observation data, SafetyNet identifies leading indicators and forecasts potential risks in real-time, enabling users to take preventive actions before incidents occur. The platform streamlines data collection through mobile devices, facilitates in-depth analysis to uncover actionable insights, and ensures immediate communication of results to relevant personnel. With its industry-proven predictive modeling, SafetyNet empowers safety professionals to transition from reactive measures to a proactive safety culture, effectively reducing incidents and enhancing overall workplace safety. -
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OnPoint CORTEX
OnPoint - A Koch Engineered Solutions Company
OnPoint’s CORTEX™ is our advanced analytics platform that leverages historical data along with your process engineers’ expertise to drive profits by increasing operational efficiencies such as increased production and decreased downtime. In comparison to simple regression or statistical approaches, CORTEX combines machine learning with high compute power to enable models to learn from your complex process data. Load your data as-is and CORTEX will clean it. impute missing values and handle categorical variables. Visualize and remove outliers. Add rows and columns to your data and learn what variables are important to the process. CORTEX's proprietary algorithm eliminates the need for you to hunt for the best model. MaGE builds a variety of models in the platform plus an optimized, ensemble model. Then it provides scores for all of them. -
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Alphaliner Predict
AXSMarine
• Provide a better service to your customers through enhanced visibility and predictability of container vessel ETA, ETB, and ETD. • Improved planning of inventory levels, production schedules, and transportation. • Cost reduction reducing uncertainty and optimizing operations. • Enhanced customer services through reliable information on shipment arrivals. • Agile decision-making based on real-time data. • Predictive analytics incorporating data on port congestion and other factors affecting cargo movements. • Decades of data on actual sailing schedules powered by advanced statistical modeling. • Total visibility and predictability to monitor and control your shipments. • Look forward to one full rotation for all global services. • Plan your logistics more effectively to save your time and resources. • Harnesses insights from past data to predict arrival and departure times. • Address potential delays in your supply chain proactively. -
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Astera Data Warehouse Builder
Astera Software
Astera Data Warehouse Builder is an AI-powered platform that enables organizations to design, build, and deploy production-ready data warehouses through a conversational, chat-based interface. It allows users to go from prompt to fully operational data warehouse without writing code. The platform uses agentic AI to automate data modeling, ETL/ELT pipeline creation, and ongoing maintenance. Astera supports rapid data consolidation from databases, files, cloud services, and other sources into a unified warehouse. With self-driving automation, it significantly reduces build time, ownership cost, and maintenance effort. The solution supports modern architectures, legacy migrations, and advanced modeling techniques. Astera Data Warehouse Builder helps teams launch reliable, analysis-ready data warehouses in days instead of months. -
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GiniMachine
HES FinTech
GiniMachine is an AI-based solution for automated decision making. It utilizes advanced machine learning algorithms and company's historical data to build high-performing scoring models. It can be used for credit scoring, collection scoring, application scoring, and expanding marketing (churn prediction), and sales (cross-sell and upsell) opportunities. The system uses a custom implementation of the decision tree ensemble method strengthened with a set of heuristics for preliminary data processing and preparation. The models that are built and provided by GiniMachine are fully compliant with BASEL requirements. The ability of the software to work with massive amounts of data can simplify the application scoring by identifying creditworthy borrowers in various industries. Using historical data of your business, GiniMachine can increase the returns in online loans, auto finance, POS lending, and more.
