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Data Preparation
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Data Preparation Software - Page 2

Last updated: April 2026

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Data Quality Control

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39 software options

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SAS Viya

4.4

(12)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

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.

Spotfire

4.4

(60)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

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.

Domo

4.3

(330)

170

111

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

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.

Phrazor

4.3

(4)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Automated insights in language on dashboards in real-time.

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Phrazor is a double-patented BI product used by enterprises to create highly personalized language-based reports at scale, instantly. It allows non-technical users to conduct ad-hoc analyses all on their own. Phrazor’s automated language insights are also available as plugins on Tableau and Power BI

Oracle Analytics Cloud

4.2

(16)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

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.

Sapience Vue

4.1

(9)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Business performance management and analytics software

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Sapience Vue is a data analytics software that helps organizations track performance, assess risks, monitor compliance, and more on a centralized platform. Supervisors can compare data in real time to ensure team and department productivity is in line with predefined business goals and overall KPIs.

Oracle Business Intelligence

4.1

(90)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Cloud-based business Intelligence (BI) solution

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Oracle Business Intelligence (BI) is a cloud-based solution designed to help businesses collect, analyze, and visualize business information. It enables managers to track the performance of operational processes through predictive analytics and streamline data warehousing operations.

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Users also considered

Zoho DataPrep

4.0

(1)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

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.

Experian Address Verification

4.0

(1)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Validate global addresses in real-time

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Experian Address Validation helps to improve account opening and checkout processes as well as order fulfilment and online conversion rates. Your business can maintain complete, accurate and contactable customer data in your database.

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Users also considered

Experian Aperture Data Studio

(0)

Unified data quality and governance.

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Aperture Data Studio helps organisations build and maintain trusted, high-quality data at scale, enabling better decision-making while reducing risk. The data intelligence platform unifies data quality and governance, spanning data, models, and AI-driven use cases.

Read more about Experian Aperture Data Studio

Users also considered

Tabula

(0)

Automation platform for data management tasks

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Whether you use spreadsheets or cloud data warehouses, Tabula allows handling increasing volumes of data, ensuring your data management processes can scale along with your business.

Calyptia Core

(0)

Observability Simplified

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Calyptia Core is a cloud-based observability solution that helps businesses to detect issues that can be identified and resolved before they become a crisis. It enables users to handle dev projects and delivered them on time so that developers have more time to focus on their code. The Calyptia Core no-code telemetry pipeline solution can help your development teams control their observability costs without losing data visibility or reducing security protection.

Peliqan

(0)

All-in-one data platform for business teams - no data engine

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No data engineer is required with our Peliqan.io, an all-in-one data platform for business teams, startups, scale-ups, and IT service providers.

Versium

(0)

Data intelligence from the industry leading identity graph.

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Versium transforms data into a strategic asset that improves marketing performance. Using their patented data technology platform, Versium uses robust identity mapping to deliver actionable consumer and business insights to companies of all sizes.