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Machine Learning Software with Reporting & Statistics (2026) - Page 3

Last updated: April 2026

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105 software options

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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RapidCanvas logo

Real AI transformation, accelerated.

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Trusted partner for enterprise AI from concept to execution at scale. Human-led, agent-executed.

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Property Advisor logo

Residental real estate data generation solution

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Property Advisor is a tool that enables users to generate residential property valuation reports and perform detailed market analyses. Key functionalities include the accurate determination of sale or rent prices for residential properties, creation of comprehensive reports, and conducting in-depth market analyses.

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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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Industrytics logo

360° Decision Intelligence for your medium-sized business.

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With industrytics, you can automatically connect, analyse and visualise all metrics and data about your business and feedback from your stakeholders in an intelligent 360° business dashboard and receive data-driven and AI-powered improvement suggestions for your SME business.

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Knowi logo

Augmented analytics platform for businesses of all sizes

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Knowi is an augmented analytics platform designed to help businesses of all sizes analyze data and manage multiple databases through machine learning and natural language processing. Key features include data blending, predictive analytics, white labeling, two-factor authentication, and reporting.

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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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Pachyderm logo

The Leader in Data Versioning and Pipelines for MLOps

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Pachyderm is the leader in data versioning and pipelines for MLOps. We help data science teams operationalize the data tasks in their ML lifecycle to iterate on data more quickly & reliably. Pachyderm’s data foundation allows data science teams to automate & scale their machine learning lifecycle.

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GiniMachine logo

Predictive analytics software with risk scoring models

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GiniMachine is a credit scoring software designed to assist businesses in decision-making by leveraging artificial intelligence and machine learning technologies. Free trial available.

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Intellimize logo

Website personalization solution for B2B and ecommerce.

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Intellimize is an experience optimization and personalization SaaS platform that uses AI to dynamically personalize website experiences.

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MonkeyLearn logo

Text analysis with machine learning

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MonkeyLearn is a cloud-based text analytics solution that extracts data from emails, surveys, tweets, or any text and turns it into custom visualizations. The platform provides insights and workflow automations for support, product, customer experience (CX), and development teams.

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dAIve logo

Find the best parameters in minutes – no coding

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Find the best parameter combination in minutes – without coding. Upload your data (Excel, simulation or test data), define your goal, and get instant results. Reduce simulation effort, understand variable relationships, and make better decisions faster.

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Interact logo

Helps data centres cut energy use and emissions.

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Interact helps data centres increase energy efficiency and reduce the environmental impact of their servers. Interact provides award-winning machine-learning analytics software and qualified environmental professional consultancy services focused on sustainability reporting, framework management, and reducing IT energy and carbon usage by 60-75% on average for customers. Interact also offers IEMA accredited training on sustainability and net zero journeys.

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Domino Enterprise MLOps Platform logo

Empower efficient, responsible AI data science.

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Domino Enterprise AI Platform is an AI platform that centralizes data science and AI work for collaboratively building, deploying, and managing ML models more efficiently and responsibly. It provides an open and extensible ecosystem of tools and infrastructure to support existing stacks while being future-proof.

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Interact logo

Helps data centres cut energy use and emissions.

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Interact helps data centres increase energy efficiency and reduce the environmental impact of their servers. Interact provides award-winning machine-learning analytics software and qualified environmental professional consultancy services focused on sustainability reporting, framework management, and reducing IT energy and carbon usage by 60-75% on average for customers. Interact also offers IEMA accredited training on sustainability and net zero journeys.

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Qloo logo

Cloud-based AI personalization tool for consumer preferences

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Qloo is a cloud-based AI platform that helps businesses predict and personalize customer preferences and maintain data privacy.

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Darwin logo

Accelereate Data Science. Solve Problems at Scale.

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Darwin is an automated model building platform for data scientists, business analysts, and executives that utilizes machine learning and artificial intelligence to prepare data, create scenario prototypes, automatically build custom models, and deploy and maintain models, all from one place

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Edge Delta logo

Automated Observability

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Edge Delta is a new way to do observability. We process your data as it's created and give you the freedom to route it anywhere. Make observability costs predictable, surface the most useful insights, and shape your data however you need.

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Aware logo

Enterprise Collaboration Security, Compliance, and Insights

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Aware is a data governance, data loss prevention, and intelligence application for businesses in all industry sectors. Key features include policy creation, metadata extractions, data captures & transfers, OCR, integrations, reporting & collaboration tools, search & filters, archiving, and more.

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Label Studio Enterprise logo

Data-centric AI with HumanSignal

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HumanSignal offers a comprehensive data labeling platform trusted by over 250,000 data scientists and annotators. With advanced automation and human supervision, it enables businesses to fine-tune AI models, curate high-impact data, accelerate labeling tasks, and improve data quality and model performance. Unlock the full potential of data-centric AI with HumanSignal.

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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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IBM Watson Advertising Accelerator logo

AI prediction helps marketers deliver personalized ads.

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IBM Watson Advertising Accelerator is a cloud-based marketing analytics solution for marketing and advertising professionals, which provides features such as real-time data analysis, granular insights, self-training AI, asset organization, and performance prediction.

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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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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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Glassbeam logo

Cloud-based data analytics tool

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Glassbeam is a cloud-based data analytics platform serving providers, OEMs, and ISOs in the healthcare industry by providing business intelligence to maximize the uptime, utilization, and lifecycle costs of connected medical assets, such as MR, CT, and X-ray.

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