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Domo puts data to work for everyone so they can multiply their impact on the business. Our cloud-native data experience platform goes beyond traditional business intelligence and analytics, making data visible and actionable with ...Read more about Domo

4.3 (281 reviews)

9 recommendations


Hevo is a no-code, bi-directional data pipeline platform specially built for modern ETL, ELT, and Reverse ETL Needs. It helps data teams streamline and automate org-wide data flows that result in a saving of ~10 hours of engineeri...Read more about Hevo

4.7 (79 reviews)

3 recommendations


BI4Dynamics is built on 15 years of BI, data warehouse, and Microsoft Dynamics experience and has been deployed for over 1,000 Dynamics user projects worldwide. BI4Dynamics allows companies to build corporate-level data warehouses...Read more about BI4Dynamics

No reviews yet

1 recommendations


Tableau is an integrated business intelligence (BI) and analytics solution that helps to analyze key business data and generate meaningful insights. The solution helps businesses to collect data from multiple source points such as...Read more about Tableau

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Sisense goes beyond traditional business intelligence by providing organizations with the ability to infuse analytics everywhere, embedded in both customer and employee applications and workflows. Sisense customers are breaking th...Read more about Sisense


IFTTT is a data integration software, which helps fintech, home automation, and energy companies connect applications and devices with third-party integrations. The software allows financial institutions to connect apps or website...Read more about IFTTT


Stata is a statistical analysis solution designed to help businesses streamline data analysis, manipulation, visualization and management. It allows businesses to create, merge, sort, and merge multiple datasets, import/export dat...Read more about Stata


TapClicks is a smart marketing cloud-based set of automated marketing solutions designed to work in unison, powered by your data. We make the complex world of marketing easy with everything a business needs to differentiate itself...Read more about TapClicks


ClicData is a business intelligence (BI) dashboard solution designed for use primarily by small and midsized businesses. The tool enables end users to create reports and dashboards. A drag-and-drop interface designed for ease...Read more about ClicData

IBM Cognos Analytics

Cognos Analytics is an upgrade to Cognos Business Intelligence (Cognos BI). By adding cognitive guidance, a web-based interface and new data visualization features, Cognos Analytics provides self-service analytics to large and mid...Read more about IBM Cognos Analytics


Board is the Intelligent Planning Platform that offers smarter planning, actionable insights and better outcomes for more than 2,000 companies worldwide. Board allows leading enterprises to discover crucial insights which drive bu...Read more about BOARD

Phocas Software

Phocas is a team of passionate professionals who are committed to helping people feel good about their data. Our software brings together organizations’ most useful data from an ERP and other business systems and presents it in a ...Read more about Phocas Software

Alteryx Designer

Alteryx is the launchpad for automation breakthroughs. Be it your personal growth, achieving transformative digital outcomes, or rapid innovation, the results are unparalleled. The unique innovation that converges analytics, ...Read more about Alteryx Designer

Oracle Business Intelligence

Oracle Business Intelligence Suite is a cloud-based solution that helps small to large enterprises gain insights into organizational performance using predictive analytics, facilitating decision-making processes. The centralized p...Read more about Oracle Business Intelligence


Argos is an on-premise business intelligence (BI) solution for higher education institutions. Key features include ad hoc report creation, report filtering, report exporting, connections with multiple data sources and object and d...Read more about Argos

Elastic Stack

Built on a foundation of free and open, Elasticsearch, Logstash, Kibana, and Beats pave the way for diverse use cases that start with logging and span as far as your imagination takes you. Elastic features like machine learning, s...Read more about Elastic Stack

TIBCO Spotfire

TIBCO Spotfire provides executive dashboards, data analytics, data visualization and KPI push to mobile devices. It complements existing business intelligence and reporting tools, while midsize organizations can use dashboards and...Read more about TIBCO Spotfire


ActiveBatch is a cloud-based and on-premise workflow management solution designed on helping businesses implement low-code IT workflow automation. The time it takes to manage workflow and business processes is cut in half with eve...Read more about ActiveBatch

Infor OS

Infor OS is a web-based networked BI and analytics solution that connects insights from various teams and helps in making informed decisions. The tool enables decentralized users to augment the enterprise data model virtually with...Read more about Infor OS


JMP is an on-premise data analytics solution that helps scientists, engineers and data explorers understand complex data relationships and visualize them via interactive dashboards. The data acquisition and cleanup functionalities...Read more about JMP

Buyers Guide

Last Updated: March 16, 2023

As a business, you need to trust that your data is complete, formatted, and up-to-date so you can make accurate business decisions. It can be disastrous if the data you're using for analysis or decision-making is inaccurate, and that's why data preparation is key to business success.

Data preparation allows businesses to simplify and automate various manual processes that are associated with collecting and cleaning data. Data preparation tools enhance operational efficiency and accuracy.

However, selecting one data preparation tool from among the hundreds on the market can be overwhelming. That's why we've created this buyers guide to detail everything you need to know before making the final purchase decision.

Here's what we'll cover:

What is data preparation software?

Data preparation software is a tool that allows businesses to explore, gather, and manipulate data into a form that is ready for analysis. The software cleans and consolidates data into a single table, file, or curated dataset for data visualization or other operational processes.

Data preparation software is useful when you need to:

  • Combine data from multiple sources

  • Manually enter data into spreadsheets

  • Deal with unstructured data (e.g., PDF files or web pages)


Clean data for analysis in Tableau's Prep Builder (Source

Common features of data preparation software

Different vendors offer different features in their data preparation software. Selecting the best data preparation software for your business is easier when you know what the common features are and what they do.

Data access

Access and import structured or semi-structured data from multiple sources.

Data mashup/data blending

Blend multiple types of data sources, or normalize multiple data sources into common formats for integrated data analyses.

Data transformation

Transform raw data into usable data by correcting typos, standardizing data, and converting and normalizing numeric values into standard forms.

Data modeling

Specify data types and their relationships with each other.

Interactive user interface (UI)

Combine multiple data sources through an intuitive, visually oriented UI.


Share, comment on, and promote datasets.

Data governance

Leverage security features such as data encryption, user permission, authentication, and security filtering at user/group/role levels.

To further understand these features and learn about data preparation software vendors, call our advisors at 855-998-8505 for free, no-obligation help. They'll help you narrow down your options by listening to your requirements and recommending the best-suited solutions for your business.

What type of buyer are you?

Before you start evaluating data preparation software options, you'll need to know what buyer category you belong to. We believe most buyers will fall into one of the below categories:

  • Business owners and analyst teams: Business owners often use the tool themselves or hire business analyst teams to do the job. These teams are found in every business that is involved in any form of data analysis. Business analyst workgroups use data preparation tools to collate data from different sources, avoid manual data entry, and transform unstructured data. They usually don't need complex dashboard capabilities or governance features, but would require functionalities such as data access, data blending, and data transformation.

  • IT departments: Even though data preparation tools are designed for business users (owners and analysts), IT departments also use these tools in many organizations. In addition to data cleaning features, IT departments prefer tools with data modeling capabilities, since they'll have to support data modeling for the whole organization rather than just a small analyst workgroup. They'll need a tool that offers data governance to protect sensitive data from users who don't need to access it as part of their roles.

Benefits of data preparation software

While some of the benefits of data preparation software may be clear from our discussion above, we've called out the most notable ones below:

  • Accurate business decisions: Cleaner data results in better data analyses and reporting, which eventually leads businesses to make more accurate business decisions.

  • Reduced data errors: Data preparation tools minimize manual intervention in processes such as collation and consolidation, thus reducing errors.

Key considerations

Here are some important aspects to consider before you purchase data preparation software:

  • Scalability: Ask your shortlisted vendors about the scalability of their tools. You'll need a solution that supports your business as it grows and is able to handle your expanding needs. For instance, if you plan to go from being a single-location business to a multi-location one, the software must be able to gather data from all the new locations and handle the higher volume.

  • Customer support: Find out if the vendor offers support 24/7, only during business hours, or not at all. Also, ask about available support options, such as email, phone, or live chat.

Note: The applications selected in this article are examples to show a feature in context and are not intended as endorsements or recommendations. They have been obtained from sources believed to be reliable at the time of publication.