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Data Preparation Software with AI/Machine Learning (2026)

Last updated: April 2026

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39 software options

Tableau logo

Visual analytics platform for data exploration

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Tableau is a business intelligence and analytics platform that enables users to connect to databases, create data visualizations, and share insights. The platform offers deployment options including cloud-based, self-hosted, and desktop environments with drag-and-drop functionality for building interactive dashboards. It features AI-based analytics capabilities, integration with Salesforce CRM, and supports visual storytelling and collaboration across organizations.

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Sisense logo

BI & dashboard software for multiple, large data sets

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Sisense data & analytics platform makes it incredibly easy to mashup data from across your entire data landscape and transform it into powerful, actionable analytics applications that can be embedded anywhere. From startups to brands like GE, Nasdaq, & Philips, thousands of organizations use Sisense

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Zoho Analytics logo

Agentic Al-powered self-service Bl and analytics platform

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AI-powered self-service BI platform that cleans, prepares, and transforms data to uncover meaningful business insights.

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Domo logo

The AI and Data Products Platform

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Domo is a comprehensive AI and data platform that connects and prepares data from any source, enabling users to transform it into insights. It helps users automate workflows, predict trends, and provide answers directly from the source for data-driven decisions.

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ClicData logo

The Modern Data Platform made for data people.

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ClicData is a modern data platform to build your data stack or enhance your existing one with powerful, integrated tools.

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Alteryx Designer logo

The AI Platform for Enterprise Analytics

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Alteryx enables the preparation, blending and analysis of data using repeatable workflows, facilitating a faster reporting of analytics for deeper BI insights

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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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Spotfire logo

Visual data science to make smart people smarter

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Spotfire is a visual data science solution, combining advanced analytics with industry-specific visualizations.

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Gathr logo

Power AI with complete data context

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Gathr.ai powers AI with complete data context for higher quality intelligence.

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Infor OS logo

Modern business intelligence and analytics platform.

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Infor OS is a BI product that promises to enable a single view of data and eliminate data silos. Additionally, decentralized teams and individual users can augment this shared analytic fabric with their own local data, without compromising data governance. This consistency comes from a unified semantic layer, which maintains common definitions and key metrics, no matter where users sit. The platform can be deployed to a fully managed cloud or client managed cloud/on-premises.

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Adverity logo

The integrated data platform for teams that run on data.

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Adverity helps marketing and analyst teams improve performance and trust their data by automating data integration and governance.

• 600+ data connectors across marketing, advertising, sales and finance
• Unrivaled data transformations
• Automated data quality and management tools

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Rulex logo

The ultimate platform for empowering your business with data

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Rulex’s unique software helps people and organizations take the best possible decisions by seamlessly combining transparent data-driven knowledge with human expertise.

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Yellowfin logo

The Most Powerful Embedded Bl Platform

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Yellowfin’s single platform includes one of the broadest ranges of capabilities, spanning data preparation, reporting with scheduled distributions, visual exploration and augmented analytics.

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Vantage logo

Web-based database and analytics tool for IoT enhancement

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Teradata Database allows individuals to break down and distribute complex analytics workloads to improve performance. Key features include access control, data dictionary & workload management, programming languages support, data storage & analysis, reporting, fallback protection, and more.

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Inzata logo

Data modeling, analytics & visualization tool for businesses

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Inzata is a cloud-based data analytics solution which helps businesses manage data integration, as well as data analysis from multiple sources. Key features include business intelligence, analytics, data transformation, trend analysis, pattern recognition, compliance, filtered views, and reporting.

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SplashBI logo

Faster and Better Insights at your fingertips!

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SplashBI helps organizations make the very best business decisions by providing instant access to DATA from disparate systems in the form of reports, visualizations, and trends.
Blend, report, visualize, and analyze ALL your DATA in a single platform. Let your data help drive your business.

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AddMaple logo

The fastest way to explore and visualize your raw data

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AddMaple is a data exploration tool that enables users to analyze and gain insights from data. It empowers users to unlock the true potential of data without the need for complex coding or spreadsheet manipulation.

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DigitalRoute logo

Mediation and usage data processing software

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DigitalRoute is a data loss prevention tool that helps businesses connect the solution with any system in the IT infrastructure to collect, process, enrich, and distribute usage data to billing and configure, price, and quote (CPQ) applications.

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Netwrix Data Classification logo

Discover and secure sensitive data wherever it resides

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Netwrix Data Classification is a data discovery and classification software that enables businesses to secure confidential data, mitigate potential risks, and ensure regulatory compliance across organizational processes.

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GivingDNA logo

Data analytics + wealth screening tool for fundraisers

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GivingDNA is a next-generation data analytics and wealth screening tool that helps nonprofits build super-targeted segments. Fundraisers and nonprofit marketers get insights that help you quickly profile and segment your donors and take the next steps toward custom donor experiences.

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Nexla logo

Cloud-based data integration platform

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Nexla’s is a no/low-code data integration platform enables enterprises to create and share ready-to-use data across all ecosystems, including production-grade GenAI model inference.

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Oracle Analytics Cloud logo

Become analytics-driven to improve business decisions

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Oracle Analytics is the cloud platform for the entire analytics process. It securely ingests, models, prepares, enriches, and visualizes data, with embedded ML & natural language tech to increase productivity. Available on-prem, cloud, or hybrid, it offers flexible cloud paths.

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SAS Viya logo

Cloud native AI and analytics platform

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SAS Viya is a cloud-native data and artificial intelligence platform designed to support analytics workflows across organizations. The platform features data management capabilities that provide access to multiple data sources with built-in governance and lineage tracking. It includes machine learning, statistical modeling, and data mining tools accessible through both visual and code-based interfaces, along with SAS Viya Copilot for AI-assisted tasks.

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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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nuvo logo

Enabling hassle-free spreadsheet imports into any web app

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nuvo is an AI-assisted data importing tool enabling you and your clients to automatically map, validate, clean and import data into any web application.

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