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Top Rated Machine Learning Software with Workflow management - Page 2

Last updated: May 2026

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80 software options

Kili logo

Training data platform for enterprise AI

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Kili is a training data platform designed to help businesses in banking, manufacturing, and healthcare industries streamline the entire training process for artificial intelligence (AI) and machine learning models, from connecting with raw data sources to preparing models, processing information, and training. The platform enables organizations to handle multiple machine learning projects and process videos, images, text, and other types of data.

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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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TCS Customer Intelligence & Insights logo

Cloud-based tool for customer data management.

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TCS Customer Intelligence & Insights is an AI-driven customer analytics solution that helps organizations deliver personalized, relevant, and connected customer experiences. By leveraging data from multiple sources, the solution provides a 360-degree view of the customer, enabling businesses to gain actionable insights and make informed decisions.

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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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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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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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NICE Robotic Automation logo

Cloud-based robotic process automation solution

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NICE Robotic Automation is a cloud-based suite designed to help businesses streamline and automate tasks, from process development to deployment. It comes with an automation finder module, which lets users utilize cognitive technologies to identify processes with ROI opportunities.

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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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Amazon SageMaker logo

Build, Train, and Deploy ML Models across AWS infrastructure

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Amazon SageMaker is an AWS solution that allows data scientists and developers to prepare, train, build and deploy high-quality machine learning (ML).

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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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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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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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Seldon logo

Machine learning deployment platform

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Seldon is a cloud-based machine learning (ML) deployment platform, designed to help businesses manage, serve, and scale models in various languages or frameworks on Kubernetes.

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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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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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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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IBM Watson Natural Language Understanding logo

Advanced text analysis

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IBM Watson Natural Language Understanding is a natural language processing solution, which provides features such as customized insights, metadata extraction, text analytics, data categorization, high-level concept identification, and sentiment analysis.

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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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