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Top Rated Machine Learning Software with Workflow management - Page 2

Last updated: November 2026

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83 software options

Esri 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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PLANET AI logo

Intelligent document analysis software suite

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PLANET AI’s Intelligent Document Analysis (IDA) software suite offers comprehensive capabilities for customers with the common desire for short time-to-value automation and high-quality data capture, extraction, and understanding.

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Kili logo

Cloud & on-premise data annotation platform for AI

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Kili is a multi-modal data annotation platform for AI/ML teams, supporting image, video, text, PDF, geospatial, and audio labeling.

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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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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

Full-stack AI platform for enterprise & public sector

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Clarifai is a full-stack AI platform covering the complete AI lifecycle across cloud, on-premises, edge, and air-gapped environments.

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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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Dataiku logo

Enterprise AI & ML platform for large organizations

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Cloud, on-premises, and multi-cloud enterprise AI platform for data prep, AutoML, LLM orchestration, and governed model deployment.

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Edge Delta logo

Telemetry-native AI SRE

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Edge Delta is a telemetry-native AI SRE. Its AI Teammates detect, investigate, and remediate production incidents with approval, reasoning over the logs, metrics, traces, and events flowing through Edge Delta Telemetry Pipelines.

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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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UniFi logo

Financial process automation platform

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UniFi is a financial process automation platform that turns business activities into accounting outcomes.

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SAP Integration Suite logo

Integrate on-premise & cloud-based applications & processes

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SAP Integration Suite helps businesses of all sizes. With a subscription-based pricing model and built-in guided and systematic approach to defining, documenting, and governing integration strategies, it offers an easy way to connect on-premise and cloud-based applications and processes.

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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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Baseten logo

Cloud-based AI model inference & training platform

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Baseten is a cloud-based, multi-cloud AI inference and training platform for engineering and ML teams deploying open-source.

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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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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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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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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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