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Top Rated Machine Learning Software with Collaboration tools - Page 2

Last updated: May 2026

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83 software options

UBIAI logo

Label data fast & efficiently

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UBIAI is a text annotation tool that help businesses label training data and fine-tune machine learning models. With UBIAI's OCR feature, you can automate document processing for documents like Invoices, Bill of ladings, Mortgages and more.

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cnvrg.io logo

AI operating system to manage machine learning lifecycles

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cnvrg.io is a data science platform, which helps businesses across industries including finance, healthcare, media, IT, aerospace, and automobile build, automate, and manage the entire machine learning (ML) lifecycle, from research to deployment

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Mona logo

Intelligent monitoring for AI

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Mona is the leading monitoring solution that helps businesses avoid any associated risks with business KPIs, provides confidence in model performance, & saves precious work hours for your data teams. Mona was recognized by Gartner in the 2021 Cool Vendors in Enterprise AI Operationalization Report.

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Infinia ML logo

Intelligent document processing for the enterprise.

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Infinia ML's proprietary library of pre-trained models and machine learning components accelerates time to value for customers, even when automating complex, unstructured document processing challenges. The platform uses practical applications of cutting-edge machine learning techniques to automate the identification and extraction of information of interest within unstructured documents.

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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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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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Max AI logo

A GenAI analytics assistant for analyzing enterprise data

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AnswerRocket is an AI-powered augmented analytics platform that enables business users to get instant answers and insights from their data. With AnswerRocket, customers can monitor key metrics, identify performance drivers and detect critical issues in seconds.

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Hopsworks logo

Machine learning (ML) application building platform

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Hopsworks is an Open-source Enterprise Feature Store, a productivity platform for the development and operation of Machine Learning (ML) pipelines at scale. Users can easily manage their AI data for features and models for feature, training and inference pipelines.

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Mixpanel logo

Powerful, self-serve product analytics.

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Mixpanel helps companies build better products through data. With our powerful, self-serve product analytics solution, teams can easily analyze how and why people engage, convert, and retain to improve their user experience.

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Clarifai logo

AI-based data analysis and visual recognition solution

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Clarifai is an AI-based solution, which helps businesses manage processes related to data organization, analysis, and visual recognition using machine learning technology. The customizable AI models let users detect explicit content as well as predict various attributes across web pages.

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Solvemate logo

Enabling meaningful conversations.

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Solvemate enables brands to deliver quality customer service through meaningful conversations.

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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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Seebo logo

Predict and prevent losses in production yield and quality.

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Seebo is a pioneer in process-based Industrial AI, with solutions to predict and prevent process inefficiencies that damage production yield and quality.

Customers use Seebo solutions to know exactly when and why these process inefficiencies will happen. And how to prevent them from happening.

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Datalore logo

Collaborative data analytics platform for teams.

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A collaborative data analytics platform that empowers teams to analyze data and share compelling data stories with stakeholders.

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Dash logo

Data visualization software for creating interactive apps

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Dash by Plotly is a data visualization software designed to help businesses of all sizes create, deploy, and manage interactive web applications. The platform enables organizations to deploy artificial intelligence (Ai) and data science-enabled apps to collaborate with members across teams, provide access permissions, and generate reports.

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LANA Process Mining logo

Analytics solution for automating business processes

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LANA Process Mining is a business process management software designed to help organizations across various industry verticals automate process modeling, root cause analysis, KPI monitoring, and process deviation detection by using machine learning algorithm.

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Dataiku logo

Self service analytics and machine learning tool

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Dataiku DSS is a data tool, which utilizes artificial intelligence & machine learning technologies to prepare, visualize, monitor, & deploy data sets. Ideal for analytics leaders, data scientists, IT engineers, & analysts, it allows users to connect all data sources on a unified platform.

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HPE GreenLake logo

Cloud management platform for enterprises

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HPE GreenLake is an enterprise-grade, multi-cloud management software. It is a cloud-native platform that allows businesses to manage applications and data across hybrid clouds, on-premises, and edge locations.

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Zoho DataPrep logo

AI-powered ETL platform with advanced data preparation

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Zoho DataPrep boosts ML by automating data cleaning, feature engineering & enrichment, ensuring high-quality input for accurate model.

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ArcGIS logo

Mapping & analytics system for visualizing data by location

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ArcGIS by Esri is an integrated suite of geographic information system (GIS) software, providing a compliant platform for spatial analysis, data management, and mapping, with ArcGIS Online offering a web-based solution accessible anywhere, anytime for the creation & sharing of 3D map visualizations

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Introhive logo

Grow revenue, relationships, and retention.

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AI powered SaaS platform enabling businesses to grow and realize the full value of their relationships and underutilized data.

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ModuleQ logo

AI platform for sales teams

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ModuleQ provides an AI augmentation solution that supports busy customer/ client-facing professionals and boosts their level of performance.

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UniFi logo

UniFi — One system, limitless use cases.

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UniFi is one platform with limitless use cases across every department. With limitless use cases, innovative features, and the ability for end users to create bespoke apps without coding knowledge, UniFi is the one system that does it all.

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Splunk Enterprise logo

Machine data management and analytics

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Splunk Enterprise is a cloud-based platform designed to assist businesses with big data management and analysis of machine data. Key features include data visualization, performance metrics, data collection, real-time search, indexing, KPI tracking, reporting, and monitoring.

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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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