--- title: "Best Data Preparation Software - 2026 Reviews & Pricing" description: "Find the best Data Preparation Software for your organization. Compare top Data Preparation Software systems with customer reviews, pricing, and free demos." source_url: "https://www.softwareadvice.com/bi/data-preparation-comparison/" page_type: "subcategory" language: "en" --- [Home](https://www.softwareadvice.com/) / Data Preparation Software Software Advice offers objective insights based on verified user reviews and independent product and market research. When our advisors match you to a software provider, we may earn a referral fee. # Best Data Preparation Software of 2026 Updated November 9, 2026 Talk with us for a free 15-min consultation Expert advisors like Jacqueline, who have helped 1,000+ companies, can find the right software for your needs. On this page 1. Popular Comparisons 2. Buyers Guide 3. Related Software Filter products 131 results ### Compare Products Showing 1 - 25 of 131 products #### Company Size - Self-Employed - 2-10 - 11-50 - 51-200 - 201-500 - 501-1000 - 1000+ #### Pricing Options - $$$$$ - $$$$$ - $$$$$ - $$$$$ - $$$$$ ### Compare Products Sort by **Recommendations**: Sorts listings by the number of recommendations our advisors have made over the past 30 days. Our advisors assess buyers’ needs for free and only recommend products that meet buyers’ needs. Vendors pay Software Advice for these referrals. **Reviews**: Sorts listings by the number of user reviews we have published, greatest to least. **Average Rating**: Sorts listings by overall star rating based on user reviews, highest to lowest. **Alphabetically (A-Z)**: Sorts listings by product name from A to Z. ### [SAS Viya](/data-catalog/sas-viya-profile/) - Overall rating: 4.4/5 - Reviews: 12 - Free trial: Available - Free demo: Not available #### Overview SAS Viya is a cloud-native platform designed for data analytics, machine learning and data management. It supports organizations in industries such as banking, insurance, [Read more](/data-catalog/sas-viya-profile/) #### Features ##### Best rated features - Workflow Management: 5/5 - Self-service Analytics: 5/5 - Modeling & Simulation: 5/5 - Configurable Workflow: 5/5 ##### Worst rated features - Real-Time Analytics: 2/5 - Data Connectors: 2/5 - Visual Discovery: 2/5 - Data Extraction: 3/5 [See all features](/data-catalog/sas-viya-profile/#key-features) #### Pricing ##### Basic - Price: Custom - Pricing available upon request [See full pricing details](/data-catalog/sas-viya-profile/#pricing-and-plans) --- ### [BroadPeak](/bi/k3-profile/) - Overall rating: 4.9/5 - Reviews: 39 - Free trial: Available - Free demo: Not available #### Overview BroadPeak Partners (BroadPeak) is the post trade foundation for trading, risk, and compliance teams at energy and commodity trading firms. With certified connectivity to more than [Read more](/bi/k3-profile/) #### Features ##### Best rated features - Dashboard: 5/5 - Metadata Management: 5/5 - Data Management: 5/5 - ETL: 5/5 [See all features](/bi/k3-profile/#key-features) #### Pricing ##### Basic - Price: Custom - Pricing available upon request [See full pricing details](/bi/k3-profile/#pricing-and-plans) --- ### [Alteryx](/bi/alteryx-profile/) - Overall rating: 4.8/5 - Reviews: 102 - Best for: Features - Free trial: Available - Free demo: Not available #### Overview Alteryx Designer is a desktop-based self-service data profiling, preparation, blending, and analytics product used to create visual workflows or analytic processes through an [Read more](/bi/alteryx-profile/) #### Features ##### Best rated features - Query Builder: 5/5 - Storytelling: 5/5 - Modeling & Simulation: 5/5 - Profitability Analysis: 5/5 ##### Worst rated features - Visual Analytics: 3/5 - Data Visualization: 3.5/5 - Collaboration Tools: 4/5 - Self-service Analytics: 4/5 [See all features](/bi/alteryx-profile/#key-features) #### Pricing ##### Basic - Price: Custom - Pricing available upon request [See full pricing details](/bi/alteryx-profile/#pricing-and-plans) --- ### [datapine](/bi/datapine-profile/) - Overall rating: 4.9/5 - Reviews: 27 - Starting price: $249.00/month - Free trial: Available - Free demo: Not available #### Overview datapine is a business intelligence software designed to empower companies in exploring, visualizing, analyzing, and sharing their company data all in one centralized analytics [Read more](/bi/datapine-profile/) #### Features ##### Best rated features - Scheduled/Automated Reports: 5/5 - Trend/Problem Indicators: 5/5 - Benchmarking: 5/5 - Strategic Planning: 5/5 ##### Worst rated features - Scorecards: 4/5 [See all features](/bi/datapine-profile/#key-features) #### Pricing ##### Basic - Price: $249.00/month - Add-ons for extra cost are available. ##### Professional - Price: $449.00/month - Add-ons for extra cost are available. ##### Premium - Price: $799.00/month - Add-ons for extra cost are available. [See full pricing details](/bi/datapine-profile/#pricing-and-plans) --- ### [Rivery ](/bi/rivery-profile/) - Overall rating: 5/5 - Reviews: 12 - Starting price: $1.00/month - Free trial: Available - Free demo: Not available #### Overview Rivery is a cloud-based solution that provides small to large enterprises with business intelligence tools to manage and automate data pipelines. It comes with a centralized [Read more](/bi/rivery-profile/) #### Features ##### Best rated features - Reporting & Statistics: 5/5 - Third-Party Integrations: 5/5 - Data Synchronization: 5/5 - Activity Dashboard: 5/5 ##### Worst rated features - Multiple Data Sources: 4/5 [See all features](/bi/rivery-profile/#key-features) #### Pricing ##### Basic - Price: $1.00/month [See full pricing details](/bi/rivery-profile/#pricing-and-plans) --- ### [ActiveBatch](/bi/activebatch-profile/) - Overall rating: 4.7/5 - Reviews: 56 - Starting price: $10,000.00one time - Free trial: Available - Free demo: Not available #### Overview 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 [Read more](/bi/activebatch-profile/) #### Features ##### Best rated features - Mobile Access: 5/5 - Third-Party Integrations: 5/5 - Monitoring: 5/5 - Graphical Workflow Editor: 5/5 [See all features](/bi/activebatch-profile/#key-features) #### Pricing ##### Basic - Price: $10,000.00one time [See full pricing details](/bi/activebatch-profile/#pricing-and-plans) --- ### [ClicData](/bi/clicdata-profile/) - Overall rating: 4.6/5 - Reviews: 145 - Starting price: $265.00/month - Best for: Customer support - Free trial: Available - Free demo: Not available #### Overview ClicData is a modern data platform providing data teams a complete set of tools: data integration, built-in data lakehouse, data cleaning and processing, analytics & machine [Read more](/bi/clicdata-profile/) #### Features ##### Best rated features - Mobile Dashboards: 5/5 - Customizable Dashboard: 5/5 - Customizable Branding: 5/5 - Real-Time Updates: 5/5 ##### Worst rated features - Data Quality Control: 4/5 - OLAP: 4/5 [See all features](/bi/clicdata-profile/#key-features) #### Pricing ##### Basic - Price: $265.00/month - Ideal for small teams with strong data needs ##### Team - Price: $475.00/month - Bigger needs, more storage, more connectors ##### Enterprise - Price: $760.00/month - Everything you will ever need [See full pricing details](/bi/clicdata-profile/#pricing-and-plans) --- ### [Diver Platform](/bi/diver-bi-profile/) - Overall rating: 5/5 - Reviews: 9 - Starting price: $0.01 - Free trial: Not available - Free demo: Not available #### Overview Diver Platform from Dimensional Insight is a data management and business intelligence (BI) platform. The solution can be used in various industries, including healthcare, beverage [Read more](/bi/diver-bi-profile/) --- ### [CleverMaps](/location-intelligence/clevermaps-profile/) - Overall rating: 4.7/5 - Reviews: 25 - Starting price: €0.00 - Free trial: Available - Free demo: Not available #### Overview Location Insights you can trust. CleverMaps is a map-based analytics platform transforming how the world is using data to solve location-related problems. CleverMaps empowers [Read more](/location-intelligence/clevermaps-profile/) #### Features ##### Best rated features - Publishing/Sharing: 5/5 - Scorecards: 5/5 - Data Connectors: 5/5 - Benchmarking: 5/5 ##### Worst rated features - Customizable Dashboard: 4/5 [See all features](/location-intelligence/clevermaps-profile/#key-features) #### Pricing ##### Discover - Price: €0.00 - Free trial [See full pricing details](/location-intelligence/clevermaps-profile/#pricing-and-plans) --- ### [Composable DataOps Platform](/machine-learning/composable-profile/) - Overall rating: 4.9/5 - Reviews: 10 - Starting price: $8.00 - Free trial: Available - Free demo: Not available #### Overview Composable is an on-premise and cloud-based business intelligence (BI) solution that enables enterprises to streamline decision-making processes using machine learning and [Read more](/machine-learning/composable-profile/) #### Features ##### Best rated features - Reporting/Analytics: 5/5 - Metadata Management: 5/5 - Dashboard: 5/5 - Self Service Data Preparation: 5/5 [See all features](/machine-learning/composable-profile/#key-features) #### Pricing ##### Basic - Price: $8.00 [See full pricing details](/machine-learning/composable-profile/#pricing-and-plans) --- ### [SplashBI](/bi/spashbi-profile/) - Overall rating: 4.8/5 - Reviews: 14 - Starting price: $9.99/month - Free trial: Available - Free demo: Not available #### Overview SplashBI is a cloud-based business analytics platform that provides pre-built insights to help businesses make data-driven decisions. The platform offers a wide range of analytics [Read more](/bi/spashbi-profile/) #### Features ##### Best rated features - Key Performance Indicators: 5/5 - Data Connectors: 5/5 - Customizable Dashboard: 5/5 - Scheduled/Automated Reports: 5/5 [See all features](/bi/spashbi-profile/#key-features) #### Pricing ##### Basic - Price: $9.99/month [See full pricing details](/bi/spashbi-profile/#pricing-and-plans) --- ### [GivingDNA](/bi/causemo-insights-profile/) - Overall rating: 4.9/5 - Reviews: 9 - Starting price: $500.00/month - Free trial: Available - Free demo: Not available #### Overview GivingDNA is a cloud-based data analytics and wealth screening solution designed to help nonprofits in creating highly precise donor segments. With GivingDNA, fundraisers and [Read more](/bi/causemo-insights-profile/) #### Features ##### Best rated features - Performance Metrics: 5/5 - Predictive Analytics: 5/5 - For Nonprofits: 5/5 - Fundraising Management: 5/5 [See all features](/bi/causemo-insights-profile/#key-features) #### Pricing ##### Basic - Price: $500.00/month [See full pricing details](/bi/causemo-insights-profile/#pricing-and-plans) --- ### [NGS-IQ](/bi/ngs-iq-profile/) - Overall rating: 4.9/5 - Reviews: 9 - Starting price: $1,250.00/year - Free trial: Available - Free demo: Not available #### Overview NGS-IQ is a query, report writing and online analytical processing (OLAP) solution exclusively for IBM i, iSeries, System i and AS/400 customers. It works with IBM Db2 on i to [Read more](/bi/ngs-iq-profile/) #### Pricing ##### Basic - Price: $1,250.00/year [See full pricing details](/bi/ngs-iq-profile/#pricing-and-plans) --- ### [9Spokes](/bi/9-spokes-profile/) - Overall rating: 4.8/5 - Reviews: 10 - Starting price: $10,000.00/month - Free trial: Not available - Free demo: Not available #### Overview 9Spokes is a data platform that aggregates meaningful data inputs across your business. Think of 9Spokes as a virtual advisor, here to motivate and guide businesses so they not [Read more](/bi/9-spokes-profile/) #### Features ##### Best rated features - Data Visualization: 5/5 [See all features](/bi/9-spokes-profile/#key-features) --- ### [Reeport](/bi/reeport-profile/) - Overall rating: 4.9/5 - Reviews: 7 - Starting price: €35.00/month - Free trial: Available - Free demo: Not available #### Overview Reeport is a cloud-based data analytics platform, which helps businesses of all sizes automate the collection of data from multiple sources, visualize performance through graphical [Read more](/bi/reeport-profile/) #### Pricing ##### Basic - Price: €35.00/month [See full pricing details](/bi/reeport-profile/#pricing-and-plans) --- ### [DigitalRoute](/data-management-platforms/digitalroute-profile/) - Overall rating: 4.8/5 - Reviews: 13 - Free trial: Available - Free demo: Not available #### Overview DigitalRoute is a data management platform that helps businesses integrate the platform with any system within a company's IT infrastructure to gather, process, enhance, and [Read more](/data-management-platforms/digitalroute-profile/) #### Features ##### Best rated features - Invoice History: 5/5 - Data Extraction: 5/5 - Online Invoicing: 5/5 - Workflow Management: 5/5 ##### Worst rated features - Reporting/Analytics: 3.8/5 [See all features](/data-management-platforms/digitalroute-profile/#key-features) #### Pricing ##### Basic - Price: Custom - Pricing available upon request [See full pricing details](/data-management-platforms/digitalroute-profile/#pricing-and-plans) --- ### [Pyplan](/accounting/pyplan-profile/) - Overall rating: 4.8/5 - Reviews: 6 - Starting price: $75.00/year - Free trial: Available - Free demo: Not available #### Overview Pyplan, as an advanced Planning and Analysis platform, possesses the adaptability to cater to personalized planning methodologies while also exhibiting the capability to [Read more](/accounting/pyplan-profile/) #### Features ##### Best rated features - Business Process Automation: 5/5 - Business Process Control: 5/5 - Access Controls/Permissions: 4.8/5 - Reporting/Analytics: 4.8/5 ##### Worst rated features - Process Modeling & Designing: 4/5 [See all features](/accounting/pyplan-profile/#key-features) #### Pricing ##### Basic - Price: $75.00/year [See full pricing details](/accounting/pyplan-profile/#pricing-and-plans) --- ### [Tableau](/bi/tableau-profile/) - Overall rating: 4.6/5 - Reviews: 2,364 - Starting price: $15.00/month - Best for: Small businesses - Free trial: Available - Free demo: Not available #### Overview Tableau is a visual analytics platform that helps organizations of all sizes — from non-profits to global enterprises — across industries including healthcare, financial services, [Read more](/bi/tableau-profile/) ##### What users love - Powerful and flexible visualizations - Robust data integration capabilities - Customizable and interactive dashboards ##### To take in mind - Complex interface and navigation - Expensive licensing and scaling - Steep learning and training demands #### Features ##### Best rated features - Multivariate Analysis: 5/5 - Compliance Tracking: 5/5 - Data Migration: 5/5 - Customizable Fields: 5/5 ##### Worst rated features - Text Analysis: 1/5 - Generative AI: 2/5 - Multi-Channel Attribution: 3.5/5 [See all features](/bi/tableau-profile/#key-features) #### Pricing ##### Tableau Viewer - Price: $15.00/month ##### Tableau Explorer - Price: $42.00/month ##### Tableau Creator - Price: $75.00/month [See full pricing details](/bi/tableau-profile/#pricing-and-plans) --- ### [JMP](/bi/jmp-profile/) - Overall rating: 4.5/5 - Reviews: 53 - Starting price: $1,390.00/year - Free trial: Available - Free demo: Not available #### Overview JMP is an on-premise data analytics solution that helps scientists, engineers and data explorers understand complex data relationships and visualize them via interactive [Read more](/bi/jmp-profile/) #### Features ##### Best rated features - Reporting & Statistics: 5/5 - Data Import/Export: 5/5 - Data Analysis Tools: 5/5 - Performance Metrics: 5/5 ##### Worst rated features - Statistical Simulation: 1/5 - Association Discovery: 2.5/5 - KPI Monitoring: 3/5 [See all features](/bi/jmp-profile/#key-features) #### Pricing ##### Basic - Price: $1,390.00/year - Bulk discounts available ##### JMP Pro - Price: $8,820.00/year - Bulk discounts available ##### JMP Clinical - Price: $8,820.00/year - Bulk discounts available [See full pricing details](/bi/jmp-profile/#pricing-and-plans) --- ### [Juicebox](/bi/juiceanalytics-profile/) - Overall rating: 4.6/5 - Reviews: 11 - Starting price: $49.00/month - Free trial: Available - Free demo: Not available #### Overview Juicebox is a business intelligence software that helps businesses transform data into actionable insights using custom graphics and interactive elements. The platform enables [Read more](/bi/juiceanalytics-profile/) #### Pricing ##### Basic - Price: $49.00/month [See full pricing details](/bi/juiceanalytics-profile/#pricing-and-plans) --- ### [Wyn Enterprise](/bi/wyn-enterprise-profile/) - Overall rating: 4.6/5 - Reviews: 10 - Free trial: Available - Free demo: Not available #### Overview Wyn Enterprise is an embedded business intelligence (BI) platform that can be added to any internal or commercial app to provide interactive dashboards, BI reporting, scheduling, [Read more](/bi/wyn-enterprise-profile/) #### Features ##### Best rated features - Drag & Drop: 5/5 - Publishing/Sharing: 5/5 - Customizable Branding: 5/5 - Reporting/Analytics: 5/5 ##### Worst rated features - Benchmarking: 3.8/5 - Data Connectors: 4/5 - Key Performance Indicators: 4/5 - Customizable Dashboard: 4/5 [See all features](/bi/wyn-enterprise-profile/#key-features) #### Pricing ##### Basic - Price: Custom - Pricing available upon request [See full pricing details](/bi/wyn-enterprise-profile/#pricing-and-plans) --- ### [Yellowfin](/bi/yellowfin-profile/) - Overall rating: 4.6/5 - Reviews: 20 - Starting price: $19.00/month - Free trial: Available - Free demo: Not available #### Overview Yellowfin is the only enterprise and embedded analytics platform that combines action based dashboards, automated analysis and data storytelling. Yellowfin is recognized as an [Read more](/bi/yellowfin-profile/) #### Features ##### Best rated features - Reporting & Statistics: 5/5 - Data Import/Export: 5/5 - Dashboard Creation: 5/5 - Reporting/Analytics: 5/5 ##### Worst rated features - Self Service Data Preparation: 3/5 - Visual Analytics: 4/5 - Dashboard: 4/5 - Data Connectors: 4/5 [See all features](/bi/yellowfin-profile/#key-features) #### Pricing ##### Consumer - Price: $19.00/month [See full pricing details](/bi/yellowfin-profile/#pricing-and-plans) --- ### [Conversionomics](/bi/conversionomics-profile/) - Overall rating: 5/5 - Reviews: 1 - Starting price: $250.00/month - Free trial: Available - Free demo: Not available #### Overview Conversionomics is an efficient data aggregation tool that offers a simple user interface that makes it easy to quickly build data API sources. From those sources, users can create [Read more](/bi/conversionomics-profile/) #### Features ##### Best rated features - OLAP: 5/5 - Scheduled/Automated Reports: 5/5 - Ad hoc Reporting: 5/5 - Data Mapping: 5/5 ##### Worst rated features - Forecasting: 3/5 - Activity Dashboard: 3/5 [See all features](/bi/conversionomics-profile/#key-features) #### Pricing ##### Basic - Price: $250.00/month [See full pricing details](/bi/conversionomics-profile/#pricing-and-plans) --- ### [Incorta](/bi/incorta-profile/) - Overall rating: 5/5 - Reviews: 1 - Free trial: Available - Free demo: Not available #### Overview Incorta provides a unified data and analytics platform that’s built for business agility. Its unique technology unlocks the full potential of business data within complex source [Read more](/bi/incorta-profile/) #### Features ##### Best rated features - Self Service Data Preparation: 5/5 - Self-service Analytics: 5/5 - Data Discovery: 5/5 - Data Visualization: 5/5 ##### Worst rated features - Dashboard: 4/5 - Trend Analysis: 4/5 [See all features](/bi/incorta-profile/#key-features) --- ### [MSIGHTS Platform](/data-management/msights-platform-profile/) - Overall rating: 5/5 - Reviews: 1 - Free trial: Available - Free demo: Not available #### Overview MSIGHTS Platform is a data management software that helps marketers centralize marketing and data operations, providing an objective view of overall marketing performance. The [Read more](/data-management/msights-platform-profile/) #### Features ##### Best rated features - Data Import/Export: 5/5 - Multiple Data Sources: 5/5 - Data Visualization: 5/5 - Customizable Dashboard: 5/5 [See all features](/data-management/msights-platform-profile/#key-features) #### Pricing ##### Basic - Price: Custom - Pricing available upon request [See full pricing details](/data-management/msights-platform-profile/#pricing-and-plans) --- 1 [2](https://www.softwareadvice.com/bi/data-preparation-comparison/?__ai_markdown=true&page=2)[3](https://www.softwareadvice.com/bi/data-preparation-comparison/?__ai_markdown=true&page=3)[4](https://www.softwareadvice.com/bi/data-preparation-comparison/?__ai_markdown=true&page=4)[5](https://www.softwareadvice.com/bi/data-preparation-comparison/?__ai_markdown=true&page=5)[6](https://www.softwareadvice.com/bi/data-preparation-comparison/?__ai_markdown=true&page=6) ## Popular Comparisons [ Domo vs Tableau ](https://www.softwareadvice.com/bi/domo-profile/vs/tableau/)[ Qlik Sense vs Zoho Analytics ](https://www.softwareadvice.com/bi/qlik-sense-profile/vs/zoho-analytics/)[ Stata vs Simba Embedded Analytics ](https://www.softwareadvice.com/bi/logi-symphony-profile/vs/stata/)[ JMP vs Spotfire ](https://www.softwareadvice.com/bi/jmp-profile/vs/tibco-spotfire/) 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?](#Whatisdatapreparationsoftware) - [Common features of data preparation software](#Commonfeaturesofdatapreparationsoftware) - [What type of buyer are you?](#Whattypeofbuyerareyou) - [Benefits of data preparation software](#Benefitsofdatapreparationsoftware) - [Key considerations](#Keyconsiderations) ## 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](https://www.softwareadvice.com/bi/tableau-profile/) Prep Builder ([Source](https://www.tableau.com/products/prep) ## 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. | Feature | Description | | --- | --- | | 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. | | Collaboration | 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._ ### Related Data Preparation Software - [Big Data Software](https://www.softwareadvice.com/bi/big-data-comparison/) - [Data Analysis Software](https://www.softwareadvice.com/bi/data-analysis-comparison/) - [Data Collection Software](https://www.softwareadvice.com/data-collection/) - [Data Discovery Software](https://www.softwareadvice.com/bi/data-discovery-tools-comparison/) - [Data Management Software](https://www.softwareadvice.com/data-management/)