# Page 2 | Best Data Preparation Software 2026 | Capterra

> Page 2 - Find the top Data Preparation software of 2026 on Capterra. Based on millions of verified user reviews - compare and filter for whats important to you to find the best tools for your needs.

Source: https://www.capterra.com/data-preparation-software

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# Best Data Preparation Software - Page 2

[## datapine](https://www.capterra.com/p/133176/datapine/)

[4.9 (27)](https://www.capterra.com/p/133176/datapine/reviews/)

Powerful, lean BI software offering an intuitive drag & drop interface and best-in-class data visualization & dashboard features. [Learn more about datapine](https://www.capterra.com/p/133176/datapine/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Luzmo](https://www.capterra.com/p/180092/Luzmo/)

[4.6 (26)](https://www.capterra.com/p/180092/Luzmo/reviews/)

From data to decisions, rapidly fast. Embed beautiful, easy-to-use dashboards in your SaaS product in days, not months. [Learn more about Luzmo](https://www.capterra.com/p/180092/Luzmo/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Adverity](https://www.capterra.com/p/162524/DataTap/)

[4.5 (26)](https://www.capterra.com/p/162524/DataTap/reviews/)

Adverity helps marketing and analyst teams improve performance and trust their data by automating data integration and governance. [Learn more about Adverity](https://www.capterra.com/p/162524/DataTap/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

Connect with a Capterra advisor for a free 15-minute consultation

Get a personalized software list aligned to your business needs with guidance from our expert advisors.

[## CleverMaps](https://www.capterra.com/p/174128/CleverAnalytics/)

[4.7 (25)](https://www.capterra.com/p/174128/CleverAnalytics/#reviews)

Location Insights you can trust. [Learn more about CleverMaps](https://www.capterra.com/p/174128/CleverAnalytics/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## TeamMate Analytics](https://www.capterra.com/p/143131/TeamMate-Analytics/)

[4.5 (25)](https://www.capterra.com/p/143131/TeamMate-Analytics/#reviews)

Use data analytics to inform planning, test against full data sets, spot hidden risks, and add credibility to your reports. [Learn more about TeamMate Analytics](https://www.capterra.com/p/143131/TeamMate-Analytics/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Vantage](https://www.capterra.com/p/133231/Teradata-Database/)

[4.3 (25)](https://www.capterra.com/p/133231/Teradata-Database/reviews/)

Teradata Vantage leads in data analytics with a full cloud solution for real-time insights and data-driven decision-making. [Learn more about Vantage](https://www.capterra.com/p/133231/Teradata-Database/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Gathr](https://www.capterra.com/p/240768/Gathr/)

[4.8 (22)](https://www.capterra.com/p/240768/Gathr/#reviews)

Gathr.ai helps enterprises rapidly deliver production-ready data and AI products, with ease, scale and confidence. [Learn more about Gathr](https://www.capterra.com/p/240768/Gathr/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## SAS Studio](https://www.capterra.com/p/252960/SAS-Studio/)

[4.5 (22)](https://www.capterra.com/p/252960/SAS-Studio/reviews/)

SAS Studio is an interactive development environment tool that uses a web-flow designer to orchestrate data and workflows. [Learn more about SAS Studio](https://www.capterra.com/p/252960/SAS-Studio/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Piwik PRO](https://www.capterra.com/p/150623/Piwik/)

[4.6 (21)](https://www.capterra.com/p/150623/Piwik/reviews/)

Piwik PRO Analytics Suite is an advanced platform that provides a suite of modules centered on data analytics, activation, and privacy. [Learn more about Piwik PRO](https://www.capterra.com/p/150623/Piwik/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Altair Monarch](https://www.capterra.com/p/122116/Monarch-Professional/)

[4.6 (21)](https://www.capterra.com/p/122116/Monarch-Professional/reviews/)

Seamless no-code data discover and transform to support efficient data analysis and machine learning predictions. [Learn more about Altair Monarch](https://www.capterra.com/p/122116/Monarch-Professional/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Panoply](https://www.capterra.com/p/168034/Panoply/)

[4.0 (21)](https://www.capterra.com/p/168034/Panoply/reviews/)

Panoply - a managed cloud data warehouse with ELT data connectors and dashboarding capabilities [Learn more about Panoply](https://www.capterra.com/p/168034/Panoply/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Yellowfin](https://www.capterra.com/p/74874/Yellowfin/)

[4.6 (20)](https://www.capterra.com/p/74874/Yellowfin/reviews/)

Yellowfin is the only embedded analytics platform that combines action based dashboards, automated analysis and data storytelling. [Learn more about Yellowfin](https://www.capterra.com/p/74874/Yellowfin/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Funnel](https://www.capterra.com/p/156756/Funnel/)

[4.7 (19)](https://www.capterra.com/p/156756/Funnel/reviews/)

Marketing intelligence solution that helps businesses aggregate data, enable reporting and modeling, and export it to any destination. [Learn more about Funnel](https://www.capterra.com/p/156756/Funnel/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Feedonomics](https://www.capterra.com/p/234797/Feedonomics/)

[4.6 (19)](https://www.capterra.com/p/234797/Feedonomics/reviews/)

Optimize product listings everywhere people are shopping online, including Google Shopping, Facebook, Amazon, eBay, Walmart, and more. [Learn more about Feedonomics](https://www.capterra.com/p/234797/Feedonomics/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Labellerr](https://www.capterra.com/p/201456/Labellerr/)

[4.6 (17)](https://www.capterra.com/p/201456/Labellerr/reviews/)

A saas end to end ML assisted data annotation solution for building AI/ML models 10x Faster with managed workforce [Learn more about Labellerr](https://www.capterra.com/p/201456/Labellerr/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Oracle Analytics Cloud](https://www.capterra.com/p/170920/Oracle-Analytics-Cloud/)

[4.2 (16)](https://www.capterra.com/p/170920/Oracle-Analytics-Cloud/reviews/)

The Oracle Analytics platform is a complete analytics solution with embedded ML that delivers insights for all data to any role. [Learn more about Oracle Analytics Cloud](https://www.capterra.com/p/170920/Oracle-Analytics-Cloud/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Rulex](https://www.capterra.com/p/231936/Rulex/)

[4.9 (15)](https://www.capterra.com/p/231936/Rulex/reviews/)

Rulex Platform is a people-centric decision intelligence platform creating tailored business solutions with accessible technology.  [Learn more about Rulex](https://www.capterra.com/p/231936/Rulex/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Inzata](https://www.capterra.com/p/178411/Inzata/)

[4.7 (15)](https://www.capterra.com/p/178411/Inzata/reviews/)

Inzata Analytics: Build your entire data warehouse in less than one day. Unify, model, & present all of your data, from ANY source. [Learn more about Inzata](https://www.capterra.com/p/178411/Inzata/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Kinective Bridge](https://www.capterra.com/p/202253/OmniConnect/)

[4.5 (15)](https://www.capterra.com/p/202253/OmniConnect/reviews/)

Easily connect your core with best-of-breed fintechs to scale digital transformation, modernize operations, & increase client delight. [Learn more about Kinective Bridge](https://www.capterra.com/p/202253/OmniConnect/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## 4MDG](https://www.capterra.com/p/10006931/4MDG/)

[4.8 (14)](https://www.capterra.com/p/10006931/4MDG/reviews/)

Master data management platform that helps businesses centralize, profile, and access data from multiple sources. [Learn more about 4MDG](https://www.capterra.com/p/10006931/4MDG/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## SplashBI](https://www.capterra.com/p/159904/SplashBI/)

[4.8 (14)](https://www.capterra.com/p/159904/SplashBI/reviews/)

With SplashBI - Blend, report, visualize, and analyze ALL your DATA in a single platform. Let your data help drive your business. [Learn more about SplashBI](https://www.capterra.com/p/159904/SplashBI/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## AnalyticsCreator](https://www.capterra.com/p/10017865/AnalyticsCreator/)

[4.9 (13)](https://www.capterra.com/p/10017865/AnalyticsCreator/reviews/)

AnalyticsCreator - The metadata-driven design studio for automating data products, models, and BI artifacts. [Learn more about AnalyticsCreator](https://www.capterra.com/p/10017865/AnalyticsCreator/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## DigitalRoute](https://www.capterra.com/p/274939/Usage/)

[4.8 (13)](https://www.capterra.com/p/274939/Usage/reviews/)

DigitalRoute automates data prep, ensuring accurate, enriched usage data for billing, analytics, and seamless business integration. [Learn more about DigitalRoute](https://www.capterra.com/p/274939/Usage/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Rivery](https://www.capterra.com/p/181206/Rivery/)

[5.0 (12)](https://www.capterra.com/p/181206/Rivery/reviews/)

Rivery is an ETL platform that gives you full data control through data ingestion, transformation, orchestration, and management. [Learn more about Rivery](https://www.capterra.com/p/181206/Rivery/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## AddMaple](https://www.capterra.com/p/10015337/AddMaple/)

[4.9 (12)](https://www.capterra.com/p/10015337/AddMaple/#reviews)

Browser based data analysis solution that helps users explore and visualize raw data without any formulae or code. [Learn more about AddMaple](https://www.capterra.com/p/10015337/AddMaple/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## SAS Viya](https://www.capterra.com/p/10004983/SAS-Viya/)

[4.4 (12)](https://www.capterra.com/p/10004983/SAS-Viya/#reviews)

SAS Viya is a cloud-native AI and analytics platform that integrates data, builds models, and manages cloud infrastructure. [Learn more about SAS Viya](https://www.capterra.com/p/10004983/SAS-Viya/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## HumanFirst](https://www.capterra.com/p/183859/HumanFirst/)

[4.9 (11)](https://www.capterra.com/p/183859/HumanFirst/reviews/)

HumanFirst is a solution to curate, build, and continuously improve NLU training datasets in a data-driven and streamlined way. [Learn more about HumanFirst](https://www.capterra.com/p/183859/HumanFirst/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Juicebox](https://www.capterra.com/p/129612/Fruition/)

[4.6 (11)](https://www.capterra.com/p/129612/Fruition/reviews/)

The #1 Answer for Marketers, Consultants, and Professionals to Create Engaging Client-facing Reports, Presentations, and Dashboards [Learn more about Juicebox](https://www.capterra.com/p/129612/Fruition/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Netwrix Data Classification](https://www.capterra.com/p/202516/Netwrix-Data-Classification/)

[5.0 (10)](https://www.capterra.com/p/202516/Netwrix-Data-Classification/reviews/)

Discover, classify, and secure sensitive data across your environments with intelligent data classification solutions. [Learn more about Netwrix Data Classification](https://www.capterra.com/p/202516/Netwrix-Data-Classification/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Composable DataOps Platform](https://www.capterra.com/p/180125/Composable-DataOps-Platform/)

[4.9 (10)](https://www.capterra.com/p/180125/Composable-DataOps-Platform/reviews/)

Intelligent DataOps platform that offers a full portfolio of capabilities for orchestration, automation and analytics. [Learn more about Composable DataOps Platform](https://www.capterra.com/p/180125/Composable-DataOps-Platform/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## BettrData](https://www.capterra.com/p/10014903/BettrData/)

[4.9 (10)](https://www.capterra.com/p/10014903/BettrData/reviews/)

Data operation solution that helps businesses manage operations, standardize data, passwords, compliance, data mapping, and more.  [Learn more about BettrData](https://www.capterra.com/p/10014903/BettrData/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## 9Spokes](https://www.capterra.com/p/163744/9-Spokes/)

[4.8 (10)](https://www.capterra.com/p/163744/9-Spokes/#reviews)

All the information you need to drive your business forward. Lift your game, make better decisions, and challenge your thinking. [Learn more about 9Spokes](https://www.capterra.com/p/163744/9-Spokes/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## AWS Glue](https://www.capterra.com/p/234164/AWS-Glue/)

[4.1 (10)](https://www.capterra.com/p/234164/AWS-Glue/reviews/)

Serverless data integration service that allows businesses to discover and combine data for machine learning and analytics. [Learn more about AWS Glue](https://www.capterra.com/p/234164/AWS-Glue/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## NGS-IQ](https://www.capterra.com/p/196649/NGS-IQ/)

[4.9 (9)](https://www.capterra.com/p/196649/NGS-IQ/reviews/)

Integrated query, reporting and OLAP application for IBM i (iSeries, AS/400) users. NGS-IQ a proven upgrade from IBM Query/400. [Learn more about NGS-IQ](https://www.capterra.com/p/196649/NGS-IQ/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## GivingDNA](https://www.capterra.com/p/179281/GivingDNA/)

[4.9 (9)](https://www.capterra.com/p/179281/GivingDNA/reviews/)

Built by fundraisers for fundraisers, GivingDNA empowers fundraisers with data analytics and wealth screening. [Learn more about GivingDNA](https://www.capterra.com/p/179281/GivingDNA/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Nexla](https://www.capterra.com/p/159398/Nexla/)

[4.9 (9)](https://www.capterra.com/p/159398/Nexla/reviews/)

Nexla, an AI-powered integration platform, unlocks data from any source and transforms it into production-ready data products for AI.  [Learn more about Nexla](https://www.capterra.com/p/159398/Nexla/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Sapience Vue](https://www.capterra.com/p/225773/Sapience-Vue/)

[4.1 (9)](https://www.capterra.com/p/225773/Sapience-Vue/reviews/)

Work analytics platform delivering your work data your way to improve productivity across the enterprise. [Learn more about Sapience Vue](https://www.capterra.com/p/225773/Sapience-Vue/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## DataHero](https://www.capterra.com/p/170664/DataHero/)

[4.0 (9)](https://www.capterra.com/p/170664/DataHero/reviews/)

Easy to use Cloud BI visualization and data dashboards for business owners. Get insights faster with DataHero. [Learn more about DataHero](https://www.capterra.com/p/170664/DataHero/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Jet Analytics](https://www.capterra.com/p/209652/Jet-Analytics/)

[4.9 (8)](https://www.capterra.com/p/209652/Jet-Analytics/#reviews)

Jet Analytics is a complete solution designed for users to easily build reports and dashboards inside Excel or Microsoft Power BI. [Learn more about Jet Analytics](https://www.capterra.com/p/209652/Jet-Analytics/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## K2View](https://www.capterra.com/p/212568/K2View-Fabric/)

[4.9 (8)](https://www.capterra.com/p/212568/K2View-Fabric/reviews/)

K2view Platform makes data AI-ready:secure,complete, and fast. It supports RAG, Synthetic Data, Test Data, and Cloud Migration for AT&T [Learn more about K2View](https://www.capterra.com/p/212568/K2View-Fabric/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## ZIPPYDOC](https://www.capterra.com/p/276890/ZIPPYDOC/)

[4.8 (8)](https://www.capterra.com/p/276890/ZIPPYDOC/#reviews)

ZIPPYDOC is a business Integration and automation platform that can be used on the web or in Excel. [Learn more about ZIPPYDOC](https://www.capterra.com/p/276890/ZIPPYDOC/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Fosfor Decision Cloud](https://www.capterra.com/p/249569/Fosfor-Refract/)

[4.9 (7)](https://www.capterra.com/p/249569/Fosfor-Refract/reviews/)

The Fosfor Decision Cloud simplifies AI for enterprises and helps them extract maximum ROI from their current data investments [Learn more about Fosfor Decision Cloud](https://www.capterra.com/p/249569/Fosfor-Refract/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## AWS for Data](https://www.capterra.com/p/251481/AWS-Cloud-Databases/)

[4.9 (7)](https://www.capterra.com/p/251481/AWS-Cloud-Databases/#reviews)

AWS provides purpose-built analytics and database services that enable businesses to extract data insights at any scale. [Learn more about AWS for Data](https://www.capterra.com/p/251481/AWS-Cloud-Databases/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Bold BI](https://www.capterra.com/p/170501/Bold-BI/)

[4.9 (7)](https://www.capterra.com/p/170501/Bold-BI/reviews/)

Bold BI makes it easy to embed dashboards anywhere you choose. Host on AWS/Azure etc. Single sign-on security. Simple licensing. [Learn more about Bold BI](https://www.capterra.com/p/170501/Bold-BI/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Reeport](https://www.capterra.com/p/160929/Reeport/)

[4.9 (7)](https://www.capterra.com/p/160929/Reeport/#reviews)

A SaaS application layer on top of all your info to help you collect and analyze data, and make better business decisions. [Learn more about Reeport](https://www.capterra.com/p/160929/Reeport/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## nuvo](https://www.capterra.com/p/252370/nuvo/)

[5.0 (6)](https://www.capterra.com/p/252370/nuvo/#reviews)

nuvo is an AI-assisted data importing tool enabling you and your clients to automatically map, validate, clean data. [Learn more about nuvo](https://www.capterra.com/p/252370/nuvo/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Pyplan](https://www.capterra.com/p/201938/Pyplan/)

[4.8 (6)](https://www.capterra.com/p/201938/Pyplan/#reviews)

The most flexible and powerful business planning platform. Solve all planning and analytical needs in a single integrated enviroment.  [Learn more about Pyplan](https://www.capterra.com/p/201938/Pyplan/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Dancing Numbers](https://www.capterra.com/p/215755/Dancing-Numbers/)

[3.5 (6)](https://www.capterra.com/p/215755/Dancing-Numbers/#reviews)

Use Dancing Numbers to import, export, and delete the data from your QuickBooks Desktop. [Learn more about Dancing Numbers](https://www.capterra.com/p/215755/Dancing-Numbers/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Infoveave](https://www.capterra.com/p/181076/infoveave/)

[5.0 (5)](https://www.capterra.com/p/181076/infoveave/#reviews)

AI powered unified platform for Data Automation and Decision Intelligence.  [Learn more about Infoveave](https://www.capterra.com/p/181076/infoveave/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

[## Rapid Insight Construct](https://www.capterra.com/p/118955/Rapid-Insight-Veera/)

[5.0 (5)](https://www.capterra.com/p/118955/Rapid-Insight-Veera/#reviews)

Analytics software that enables you to quickly build predictive models in order to make business decisions. [Learn more about Rapid Insight Construct](https://www.capterra.com/p/118955/Rapid-Insight-Veera/)

Data Preparation features reviewers most value

AI/Machine Learning

Big Data Analytics

Data Analysis Tools

Data Extraction

Data Integration

Data Mapping

Data Quality Control

ETL

Reporting/Analytics

Page 2 of 4

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