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Top Rated Data Preparation Software with Data extraction

Last updated: November 2026

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100 software options

Simba Embedded Analytics logo

Embedded Analytics and AI without giving up control

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Embed analytics and governed AI into your product with open APIs, flexible deployment, and modules for self-service, custom analytics, and reporting, including on-premises, private cloud, hybrid, and regulated environments.

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Adverity logo

Integrated data platform for marketing analytics

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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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Zoho DataPrep logo

AI-powered ETL platform with advanced data preparation

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Zoho DataPrep automates data cleaning, transformation & enrichment with AI, drag-and-drop tools & 100+ connectors for analytics prep.

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BroadPeak logo

Post trade foundation for trading, risk, and compliance

BroadPeak, certified by major global exchanges like ICE, CME, Trayport, B3, and Nodal, simplifies data flows across all your systems.

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Alteryx logo

The AI Platform for Enterprise Analytics

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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Hevo logo

No-code, data pipeline for advanced ETL, ELT and Reverse ETL

Hevo is a no-code, bi-directional data pipeline technology designed specifically for advanced ETL, ELT, and Reverse ETL requirements.

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EBS Toolbox logo

90% faster Oracle EBS data loading in a single spreadsheet.

The More4apps EBS Toolbox is suite of 40+ Wizards for Oracle E-Business Suite. Download live data, validate it in real time, fix errors highlighted inline, and upload with attachments—replacing Web ADI and DataLoad with one spreadsheet, upgrade-proof across EBS versions.

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Rivery logo

Fully Managed, No-Code SaaS ELT Platform

Rivery automates and orchestrates all data processes, empowering businesses to unlock the possibilities hidden within their data. Rivery’s data integration platform consolidates, transforms, and manages all of a company's internal and external data sources in the cloud.

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Netwrix Data Classification logo

Discover, classify, and reduce sensitive data risk

Discover, classify, and reduce risk to sensitive data while identifying exposure and controlling access across your environment

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AnalyticsCreator logo

Model-driven design and generation for Microsoft data teams

AnalyticsCreator helps data teams turn source data into governed, analysis-ready structures. Define mappings, transformations, historisation, delta-loading logic and dependencies centrally, then generate native SQL, SSIS and Azure Data Factory assets using repeatable engineering patterns.

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Rulex logo

The ultimate platform for empowering your business with data

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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Gathr logo

Power AI with complete data context

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

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AddMaple logo

The fastest way to explore and visualize your raw data

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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4MDG logo

Master data management software

4MDG is a master data management software designed to help medium and large companies unite robotic process automation, big data, and workflows to make data better.

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HumanFirst logo

NLP solution for analyzing natural language data via prompts

HumanFirst is a natural language processing (NLP) solution that helps transform natural language data into business insights and artificial intelligence (AI) training data.

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ClicData logo

The Modern Data Platform made for data people.

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

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Omniscope logo

Unified data processing, analytics and reporting.

Business Intelligence and Data Analytics software for no-code data prep, analytics and visualisation, on any device.
Extensible with your Python/R/JS scripts and dataviz. Customisable to host branded data solutions and embedded analytics.
Look no further

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Jet Analytics logo

Software for creating and managing reports

Jet Analytics is a complete data preparation, automation, and modeling solution designed for business users to quickly build visually stunning reports and dashboards inside Excel or Microsoft Power BI. While accessing your dashboards on the web or from a mobile device, you can quickly identify trends,

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Composable DataOps Platform logo

Business intelligence platform for application development

Composable is an integrated DataOps platform and business intelligence (BI) solution that helps enterprises automate data orchestration and application development processes using artificial intelligence (AI) technology. Businesses can utilize the data catalog module to clone and share data.

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SplashBI logo

Faster and Better Insights at your fingertips!

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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Nexla logo

Data Connectivity Layer for Enterprise AI

Nexla is the data connectivity layer for enterprise AI. Connect & govern enterprise data with the context AI needs for trusted results.

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NGS-IQ logo

Querying, analytics, and reporting solution for businesses

NGS-IQ is an IBM i (iSeries, AS/400) query solution that assists business analysts, managers, & information technology professionals with operational querying, analytics, & reporting. Key features include MS Office integration, multi-dimensional modeling, data formatting, & documentation.

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GivingDNA logo

Data analytics + wealth screening tool for fundraisers

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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nuvo logo

Enabling hassle-free spreadsheet imports into any web app

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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DigitalRoute logo

Mediation and usage data processing software

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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