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Machine Learning Software with Demand Forecasting (2026)

Last updated: April 2026

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24 software options

Minitab logo
Category Leaders

Visualize, analyze, and harness the power of your data.

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Minitab is a statistical and data analytics software, which helps organizations predict, visualize, and analyze business data to forecast patterns, discover trends, view relationships between variables, and more. The built-in assistant lets users manage data analysis and interpretation operations.

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JMP logo

Statistical tools for data analysis and discovery

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JMP is statistical software designed for data exploration and analysis, primarily serving scientists and engineers. The platform includes tools for data preparation, statistical analysis, graphing, and visualization within a single interface. JMP offers capabilities for importing data from multiple sources, automating repeat analyses without coding requirements, and sharing analytical discoveries across organizations.

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Rayven logo

Turn messy, siloed data into automations + operational apps.

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Rayven delivers operational systems for industrial businesses, turning messy data into automation and made-to-fit operational applications.

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Google Cloud BigQuery logo

Serverless and Multi-cloud Data Warehouse

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BigQuery is a serverless and multi-cloud data warehouse designed to help users turn big data into valuable business insights. Users can query structured data without the need to store it or load it into their own systems first.

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Statgraphics Centurion logo

Multilingual data visualization & statistical analytics tool

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Statgraphics Centurion is a Windows-based software that helps businesses generate statistical reports, visualize data, and conduct predictive analysis. Data scientists can classify data, manage K-means clustering, create data associations, generate regression trees, and conduct text mining.

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OpsVeda logo

Operations Management System

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OpsVeda enables organizations to make smarter, faster business decisions and achieve unprecedented operational efficiency.

It transforms every customer’s operations with Data and AI powered automation.

Users foresee challenges and opportunities in their their execution and create maximum impact.

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KNIME Analytics Platform logo

Make sense of data, together

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KNIME enables users to analyze, upskill, and scale data science without the need for coding. It's a complete platform that lets users blend, transform, model and visualize data, deploy and monitor analytical models, and share insights organization-wide with data apps and services.

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Lityx logo

Machine learning platform

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The Lityx platform, LityxIQ, delivers simplified AI for organizations of any size, offering true decision intelligence at all points of an enterprise in a no-code environment. LityxIQ combines automated machine learning with mathematical optimization in a single platform to automate decision-making.

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Neuton AutoML logo

Machine Learning cloud platform. Zero coding

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Neuton AutoML is a machine learning platform that helps businesses solve regression, multinomial, and time series classification problems. Team members can conduct exploratory data analysis, identify effects of changing individual variables, detect impactful features, and predict model lifecycle.

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indico logo

Better intake. Better outcomes.

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indico is a cloud-based artificial intelligence solution, which helps businesses in finance, real estate, insurance, and other sectors manage unstructured data, document labels, process automation, and more. The platform offers various features such as metadata management, machine learning (ML), custom workflows, and keyword search.

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Black Crow AI logo

Cloud-based artificial intelligence tool for eCommerce.

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Black Crow AI helps DTC brands scale profitability and acquire, recognize and retain customers across digital marketing channels.

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Fosfor Decision Cloud logo

AIOps platform to build and design machine learning models

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Fosfor Refract is a AIOps platform that helps businesses leverage AI technology to create and design machine learning (ML) models. The platform provides a suite of tools and services to help businesses create and deploy ML models faster. Fosfor Refract’s AI-powered solution enables organizations to automatically discover, monitor and orchestrate their IT infrastructure.

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CrossEngage logo

Customer Data and Prediction | Maximize Your Customer Values

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CrossEngage offers an AutoML platform to easily and accurately identify, prioritize, and activate the most valuable customer audiences and optimize marketing decisions.

Using predefined algorithms, you can easily create and scale predictive models for CLV, churn, second-order, and more.

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datacadabra logo

Data science solution for marketing and CRM teams

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datacadabra is a data science solution for marketing and CRM teams. It can accompany users throughout the data exploitation chain (data preparation, customer behavior analysis, activation, and targeting) to enable them to improve the performance of customer animation actions. datacadabra enables marketing and CRM teams to use customer data more effectively to improve their customer knowledge and the performance of their customer animation strategy.

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TADA logo

AI-Driven Analytics Platform for Every Professional

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TADA is a cloud-based data modeling solution designed to help sales, marketing, R&D, and production teams collect information in small data sets to improve operational efficiency. The system uses machine learning technology to enhance hardware performance with prediction capabilities.

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OpenText Analytics Cloud logo

Data visualization and analysis solution for business

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OpenText Magellan is a fully integrated AI & Analytics platform that empowers data scientists to create and share machine learning models across the organization, and business users to leverage these machine learning in their analysis of Big Data and Big Content.

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Farrago logo

AI & machine learning predictive analytics & intelligence

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Farrago artificial intelligence (AI) uses machine learning and teams of virtual data scientists, engineers, and computer scientists to filter, sort, and analyze new and existing data sets to generate predictive analytics and intelligence for decision making

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Pecan logo

AI for Business

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Pecan is an automated predictive analytics platform that simplifies and speeds the process of building and deploying predictive models in various customer-related use cases, such as LTV, churn, NBO and segmentation.

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Revenue AI logo

PaaS and virtual Center of Excellence for Revenue Management

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Cloud-based revenue management solution that provides actionable recommendations to optimize product portfolio and pricing/promo strategy to build profit margin and maximize ROI for CPG, Retail, Life Science, Medicine, and other sectors. The platform provides various features such as pricing management, strategy recommendations, notifications/alerts, artificial intelligence (AI), and predictive modeling.

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Intelligent Engagement Platform logo

Customer engagement and experience software

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NGDATA offers an intelligent engagement platform that builds rich customer data profiles to create truly personalized customer experiences with in-built real-time interaction management.

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TIMi logo
(0)

Online system for developing analytical & predictive models

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TIMi is a unique platform for the development of analytical and predictive models. It consists of four tools that work together to improve your business including Anatella, Modeler, StarDust, and Kibella.

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Solvice logo
(0)

The best solutions for Decision Automation.

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Solvice building blocks make it easy to integrate optimization technology into any application.

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OPUS logo
(0)

Automated AI for Industrial Process Data

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OPUS is a leading no-code machine learning platform that allows users to model processes and equipment to identify opportunities for optimization and predictive maintenance.
Build models & deploy them into production for critical real time insights and root cause analysis.

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Oracle Construction Intelligence Cloud Service logo
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Construction project intelligence software

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Oracle Construction Intelligence Cloud Service uses machine learning and artificial intelligence for compile predictive analytics that will impact a project. The system provides real-time monitoring functionality, which tracks the quality of construction schedules and predicts the probability of delays, overusage of equipment, worker schedule issues, and more. Additionally, the solution comes with benchmarking for project leaders to compare current projects to previous successful projects.

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